| 2015 | "Is It Rectangular?" Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning. Natalie Parde, Michalis Papakostas, Konstantinos Tsiakas, Rodney D. Nielsen |
| 2015 | 10, 000+ Times Accelerated Robust Subset Selection. Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan |
| 2015 | A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations. Tarek El-Gaaly, Vicky Froyen, Ahmed M. Elgammal, Jacob Feldman, Manish Singh |
| 2015 | A Boosted Multi-Task Model for Pedestrian Detection with Occlusion Handling. Chao Zhu, Yuxin Peng |
| 2015 | A Closed Form Solution to Multi-View Low-Rank Regression. Shuai Zheng, Xiao Cai, Chris H. Q. Ding, Feiping Nie, Heng Huang |
| 2015 | A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding. Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes |
| 2015 | A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences. Etsushi Fujita, Julien Lesca, Akihisa Sonoda, Taiki Todo, Makoto Yokoo |
| 2015 | A Convex Formulation for Spectral Shrunk Clustering. Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou |
| 2015 | A Counter Abstraction Technique for the Verification of Robot Swarms. Panagiotis Kouvaros, Alessio Lomuscio |
| 2015 | A Family of Latent Variable Convex Relaxations for IBM Model 2. Andrei Arsene Simion, Michael Collins, Cliff Stein |
| 2015 | A Faster Core Constraint Generation Algorithm for Combinatorial Auctions. Benedikt Bünz, Sven Seuken, Benjamin Lubin |
| 2015 | A Generalization of Sleep Sets Based on Operator Sequence Redundancy. Robert C. Holte, Yusra Alkhazraji, Martin Wehrle |
| 2015 | A Generalized Reduced Linear Program for Markov Decision Processes. Chandrashekar Lakshminarayanan, Shalabh Bhatnagar |
| 2015 | A Goal-Based Model of Personality for Planning-Based Narrative Generation. Julio César Bahamón, Camille Barot, Robert Michael Young |
| 2015 | A Graphical Representation for Games in Partition Function Form. Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael J. Wooldridge, Makoto Yokoo |
| 2015 | A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem. Sigal Sina, Avi Rosenfeld, Sarit Kraus, Navot Akiva |
| 2015 | A Local Sparse Model for Matching Problem. Bo Jiang, Jin Tang, Chris H. Q. Ding, Bin Luo |
| 2015 | A Logic for Reasoning About Game Strategies. Dongmo Zhang, Michael Thielscher |
| 2015 | A Mathematical Programming-Based Approach to Determining Objective Functions from Qualitative and Subjective Comparisons. Takayuki Yoshizumi |
| 2015 | A Mechanism Design Approach to Measure Awareness. Diodato Ferraioli, Carmine Ventre, Gabor Aranyi |
| 2015 | A Multi-Pass Sieve for Name Normalization. Jennifer D'Souza |
| 2015 | A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data. Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng |
| 2015 | A Neural Probabilistic Model for Context Based Citation Recommendation. Wenyi Huang, Zhaohui Wu, Chen Liang, Prasenjit Mitra, C. Lee Giles |
| 2015 | A New Computational Intelligence Model for Long-Term Prediction of Solar and Geomagnetic Activity. Mahboobeh Parsapoor, John Brooke, Bertil Svensson |
| 2015 | A New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP. Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang |
| 2015 | A Nonconvex Relaxation Approach for Rank Minimization Problems. Xiaowei Zhong, Linli Xu, Yitan Li, Zhiyuan Liu, Enhong Chen |
| 2015 | A Nonparametric Online Model for Air Quality Prediction. Vitor Campanholo Guizilini, Fabio Tozeto Ramos |
| 2015 | A Novel Neural Topic Model and Its Supervised Extension. Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji |
| 2015 | A Personalized Interest-Forgetting Markov Model for Recommendations. Jun Chen, Chaokun Wang, Jianmin Wang |
| 2015 | A Planning-Based Assistance System for Setting Up a Home Theater. Pascal Bercher, Felix Richter, Thilo Hörnle, Thomas Geier, Daniel Höller, Gregor Behnke, Florian Nothdurft, Frank Honold, Wolfgang Minker, Michael Weber, Susanne Biundo |
| 2015 | A Probabilistic Covariate Shift Assumption for Domain Adaptation. Tameem Adel, Alexander Wong |
| 2015 | A Probabilistic Model for Bursty Topic Discovery in Microblogs. Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng |
| 2015 | A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing. Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen |
| 2015 | A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis. Zitao Liu, Milos Hauskrecht |
| 2015 | A Robust and Extensible Tool for Data Integration Using Data Type Models. Andres Quiroz, Eric Huang, Luca Ceriani |
| 2015 | A Sequence Labeling Approach to Deriving Word Variants. Jennifer D'Souza |
| 2015 | A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data. Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki, Nicholas Jing Yuan, Xing Xie |
| 2015 | A Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores. Sarah Marie Brown, Andrea Webb, Rami Mangoubi, Jennifer G. Dy |
| 2015 | A Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population. Rohith Dwarakanath Vallam, Priyanka Bhatt, Debmalya Mandal, Y. Narahari |
| 2015 | A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks. Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang |
| 2015 | A Stratified Strategy for Efficient Kernel-Based Learning. Simone Filice, Danilo Croce, Roberto Basili |
| 2015 | A Succinct Conceptualization of the Foundations for a Network Organization Paradigm. Saad Alqithami |
| 2015 | A Syntax-Independent Approach to Forgetting in Disjunctive Logic Programs. James P. Delgrande, Kewen Wang |
| 2015 | A Theoretical Analysis of Optimization by Gaussian Continuation. Hossein Mobahi, John W. Fisher III |
| 2015 | A Tri-Role Topic Model for Domain-Specific Question Answering. Zongyang Ma, Aixin Sun, Quan Yuan, Gao Cong |
| 2015 | A Unifying Hierarchy of Valuations with Complements and Substitutes. Uriel Feige, Michal Feldman, Nicole Immorlica, Rani Izsak, Brendan Lucier, Vasilis Syrgkanis |
| 2015 | AIBIRDS: The Angry Birds Artificial Intelligence Competition. Jochen Renz |
| 2015 | Absent Multiple Kernel Learning. Xinwang Liu, Lei Wang, Jianping Yin, Yong Dou, Jian Zhang |
| 2015 | Abstraction for Solving Large Incomplete-Information Games. Tuomas Sandholm |
| 2015 | Accelerating SAT Solving by Common Subclause Elimination. Yaowei Yan, Chris E. Gutierrez, Jeriah Jn-Charles, Forrest Sheng Bao, Yuanlin Zhang |
| 2015 | Achieving Intelligence Using Prototypes, Composition, and Analogy. Vinay K. Chaudhri |
| 2015 | Acquiring Speech Transcriptions Using Mismatched Crowdsourcing. Preethi Jyothi, Mark Hasegawa-Johnson |
| 2015 | Acronym Disambiguation Using Word Embedding. Chao Li, Lei Ji, Jun Yan |
| 2015 | Action Language BC+: Preliminary Report. Joseph Babb, Joohyung Lee |
| 2015 | Actionable Combined High Utility Itemset Mining. Jingyu Shao, Junfu Yin, Wei Liu, Longbing Cao |
| 2015 | Active Advice Seeking for Inverse Reinforcement Learning. Phillip Odom, Sriraam Natarajan |
| 2015 | Active Learning by Learning. Wei-Ning Hsu, Hsuan-Tien Lin |
| 2015 | Active Learning for Informative Projection Retrieval. Madalina Fiterau, Artur Dubrawski |
| 2015 | Active Manifold Learning via Gershgorin Circle Guided Sample Selection. Hongteng Xu, Hongyuan Zha, Ren-Cang Li, Mark A. Davenport |
| 2015 | Activity Planning for a Lunar Orbital Mission. John L. Bresina |
| 2015 | Adaptive Sampling with Optimal Cost for Class-Imbalance Learning. Yuxin Peng |
| 2015 | AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis. Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria |
| 2015 | Aggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets. Micha Kahlen, Wolfgang Ketter |
| 2015 | Aggregating User Input in Ecology Citizen Science Projects. Greg Hines, Alexandra Swanson, Margaret Kosmala, Chris J. Lintott |
| 2015 | Agnostic System Identification for Monte Carlo Planning. Erik Talvitie |
| 2015 | Algorithm Selection via Ranking. Richard Jayadi Oentaryo, Stephanus Daniel Handoko, Hoong Chuin Lau |
| 2015 | Aligning Mixed Manifolds. Thomas Boucher, CJ Carey, Sridhar Mahadevan, Melinda Darby Dyar |
| 2015 | An Abstract View on Modularity in Knowledge Representation. Yuliya Lierler, Miroslaw Truszczynski |
| 2015 | An Adaptive Gradient Method for Online AUC Maximization. Yi Ding, Peilin Zhao, Steven C. H. Hoi, Yew-Soon Ong |
| 2015 | An Agent-Based Model of the Emergence and Transmission of a Language System for the Expression of Logical Combinations. Josefina Sierra-Santibáñez |
| 2015 | An Association Network for Computing Semantic Relatedness. Keyang Zhang, Kenny Q. Zhu, Seung-won Hwang |
| 2015 | An Axiomatic Approach to Link Prediction. Sara Cohen, Aviv Zohar |
| 2015 | An EBMC-Based Approach to Selecting Types for Entity Filtering. Jiwei Ding, Wentao Ding, Wei Hu, Yuzhong Qu |
| 2015 | An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem. Zizhen Zhang, Huang He, Zhixing Luo, Hu Qin, Songshan Guo |
| 2015 | An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types. Stefano Vittorino Albrecht, Jacob William Crandall, Subramanian Ramamoorthy |
| 2015 | An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building. Miaolong Yuan, Bo Tian, Vui Ann Shim, Huajin Tang, Haizhou Li |
| 2015 | An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks. Xiaoyuan Zhu, Changhe Yuan |
| 2015 | An Improved Lower Bound for Bayesian Network Structure Learning. Xiannian Fan, Changhe Yuan |
| 2015 | An SVD and Derivative Kernel Approach to Learning from Geometric Data. Eric Wong, J. Zico Kolter |
| 2015 | An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization. Deyu Zhou, Liangyu Chen, Yulan He |
| 2015 | Analysis of Equilibria in Iterative Voting Schemes. Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev, Evangelos Markakis, Jeffrey S. Rosenschein |
| 2015 | Answering Conjunctive Queries over EL Knowledge Bases with Transitive and Reflexive Roles. Giorgio Stefanoni, Boris Motik |
| 2015 | Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes. Pascal Poupart, Aarti Malhotra, Pei Pei, Kee-Eung Kim, Bongseok Goh, Michael Bowling |
| 2015 | Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions. De-An Huang, Amir-massoud Farahmand, Kris M. Kitani, James Andrew Bagnell |
| 2015 | Approximately Optimal Risk-Averse Routing Policies via Adaptive Discretization. Darrell Hoy, Evdokia Nikolova |
| 2015 | Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice. Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqiang Zhuang |
| 2015 | Approximating Optimal Social Choice under Metric Preferences. Elliot Anshelevich, Onkar Bhardwaj, John Postl |
| 2015 | Are Features Equally Representative? A Feature-Centric Recommendation. Chenyi Zhang, Ke Wang, Ee-Peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu |
| 2015 | Assessing the Robustness of Cremer-McLean with Automated Mechanism Design. Michael Albert, Vincent Conitzer, Giuseppe Lopomo |
| 2015 | Audit Games with Multiple Defender Resources. Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha |
| 2015 | Automated Analysis of Commitment Protocols Using Probabilistic Model Checking. Akin Günay, Songzheng Song, Yang Liu, Jie Zhang |
| 2015 | Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos. JungWoo Ha, Kyung-Min Kim, Byoung-Tak Zhang |
| 2015 | Automated Problem List Generation from Electronic Medical Records in IBM Watson. Murthy V. Devarakonda, Ching-Huei Tsou |
| 2015 | Automatic Assessment of OCR Quality in Historical Documents. Anshul Gupta, Ricardo Gutierrez-Osuna, Matthew Christy, Boris Capitanu, Loretta Auvil, Liz Grumbach, Richard Furuta, Laura Mandell |
| 2015 | Automatic Configuration of Sequential Planning Portfolios. Jendrik Seipp, Silvan Sievers, Malte Helmert, Frank Hutter |
| 2015 | Automatic Ellipsis Resolution: Recovering Covert Information from Text. Marjorie McShane, Petr Babkin |
| 2015 | Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games. Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani |
| 2015 | Automatic Topic Discovery for Multi-Object Tracking. Wenhan Luo, Björn Stenger, Xiaowei Zhao, Tae-Kyun Kim |
| 2015 | Automatically Creating a Large Number of New Bilingual Dictionaries. Khang Nhut Lam, Feras Al Tarouti, Jugal K. Kalita |
| 2015 | BDD-Constrained Search: A Unified Approach to Constrained Shortest Path Problems. Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato, Masaaki Nagata |
| 2015 | BDDs Strike Back (in AI Planning). Stefan Edelkamp, Peter Kissmann, Álvaro Torralba |
| 2015 | Balanced Trade Reduction for Dual-Role Exchange Markets. Dengji Zhao, Sarvapali D. Ramchurn, Enrico H. Gerding, Nicholas R. Jennings |
| 2015 | Bayesian Active Learning-Based Robot Tutor for Children's Word-Reading Skills. Goren Gordon, Cynthia Breazeal |
| 2015 | Bayesian Affect Control Theory of Self. Jesse Hoey, Tobias Schröder |
| 2015 | Bayesian Approach to Modeling and Detecting Communities in Signed Network. Bo Yang, Xuehua Zhao, Xueyan Liu |
| 2015 | Bayesian Maximum Margin Principal Component Analysis. Changying Du, Shandian Zhe, Fuzhen Zhuang, Yuan Qi, Qing He, Zhongzhi Shi |
| 2015 | Bayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time. Ga Wu, Scott Sanner, Rodrigo F. S. C. Oliveira |
| 2015 | Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity. Fábio Gagliardi Cozman, Denis Deratani Mauá |
| 2015 | Belief Revision Games. Nicolas Schwind, Katsumi Inoue, Gauvain Bourgne, Sébastien Konieczny, Pierre Marquis |
| 2015 | Belief Revision with General Epistemic States. Hua Meng, Hui Kou, Sanjiang Li |
| 2015 | Best-Response Planning of Thermostatically Controlled Loads under Power Constraints. Frits de Nijs, Matthijs T. J. Spaan, Mathijs de Weerdt |
| 2015 | Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation. Thomas Keller, Florian Geißer |
| 2015 | Binarisation via Dualisation for Valued Constraints. David A. Cohen, Martin C. Cooper, Peter G. Jeavons, Stanislav Zivný |
| 2015 | Blended Planning and Acting: Preliminary Approach, Research Challenges. Dana S. Nau, Malik Ghallab, Paolo Traverso |
| 2015 | Bottom-Up Demand Response by Following Local Energy Generation Voluntarily. Tobias Linnenberg, Alexander Fay, Michael Kaisers |
| 2015 | Budgeted Prediction with Expert Advice. Kareem Amin, Satyen Kale, Gerald Tesauro, Deepak S. Turaga |
| 2015 | Building Effective Representations for Sketch Recognition. Jun Guo, Changhu Wang, Hongyang Chao |
| 2015 | Building Strong Semi-Autonomous Systems. Shlomo Zilberstein |
| 2015 | Burst Time Prediction in Cascades. Senzhang Wang, Zhao Yan, Xia Hu, Philip S. Yu, Zhoujun Li |
| 2015 | CORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot. Shiqi Zhang, Peter Stone |
| 2015 | COT: Contextual Operating Tensor for Context-Aware Recommender Systems. Qiang Liu, Shu Wu, Liang Wang |
| 2015 | Capturing Human Route Preferences From Track Information: New Results. Johnathan Gohde, Mark S. Boddy, Hazel Shackleton, Steve Johnston |
| 2015 | Causal Inference via Sparse Additive Models with Application to Online Advertising. Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi Chang |
| 2015 | Cerebella: Automatic Generation of Nonverbal Behavior for Virtual Humans. Margot Lhommet, Yuyu Xu, Stacy Marsella |
| 2015 | Challenges in Resource and Cost Allocation. Toby Walsh |
| 2015 | Chance-Constrained Scheduling via Conflict-Directed Risk Allocation. Andrew J. Wang, Brian C. Williams |
| 2015 | Characterizing Performance of Consistency Algorithms by Algorithm Configuration of Random CSP Generators. Daniel J. Geschwender, Robert J. Woodward, Berthe Y. Choueiry |
| 2015 | Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers. Chen Chen, Vincent Ng |
| 2015 | Circumventing Robots' Failures by Embracing Their Faults: A Practical Approach to Planning for Autonomous Construction. Stefan J. Witwicki, Francesco Mondada |
| 2015 | Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery. Peter Schulam, Fredrick Wigley, Suchi Saria |
| 2015 | Clustering-Based Collaborative Filtering for Link Prediction. Xiangyu Wang, Dayu He, Danyang Chen, Jinhui Xu |
| 2015 | Cognitive Master Teacher. Raghu Krishnapuram, Luis A. Lastras, Satya V. Nitta |
| 2015 | Cognitive Social Learners: An Architecture for Modeling Normative Behavior. Rahmatollah Beheshti, Awrad Mohammed Ali, Gita Reese Sukthankar |
| 2015 | Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency. Diego Noble, Marcelo O. R. Prates, Daniel Bossle, Luís C. Lamb |
| 2015 | Collaborative Filtering with Localised Ranking. Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon |
| 2015 | Collaborative Topic Ranking: Leveraging Item Meta-Data for Sparsity Reduction. Weilong Yao, Jing He, Hua Wang, Yanchun Zhang, Jie Cao |
| 2015 | Colorization by Patch-Based Local Low-Rank Matrix Completion. Quanming Yao, James T. Kwok |
| 2015 | Combining Compact Representation and Incremental Generation in Large Games with Sequential Strategies. Branislav Bosanský, Albert Xin Jiang, Milind Tambe, Christopher Kiekintveld |
| 2015 | Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews. Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu |
| 2015 | Combining Ontology Class Expression Generation with Mathematical Modeling for Ontology Learning. Jedrzej Potoniec, Agnieszka Lawrynowicz |
| 2015 | Compile! Pierre Marquis |
| 2015 | Complex Event Detection via Event Oriented Dictionary Learning. Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alexander G. Hauptmann, Nicu Sebe |
| 2015 | Complexity Results for Compressing Optimal Paths. Adi Botea, Ben Strasser, Daniel Harabor |
| 2015 | Compress and Control. Joel Veness, Marc G. Bellemare, Marcus Hutter, Alvin Chua, Guillaume Desjardins |
| 2015 | Compute Less to Get More: Using ORC to Improve Sparse Filtering. Johannes Lederer, Sergio Guadarrama |
| 2015 | Computing Nash Equilibrium in Interdependent Defense Games. Hau Chan, Luis E. Ortiz |
| 2015 | Concurrent PAC RL. Zhaohan Guo, Emma Brunskill |
| 2015 | Conducting Neuroscience to Guide the Development of AI. Jeffrey Mark Siskind |
| 2015 | Congestion Games with Distance-Based Strict Uncertainty. Reshef Meir, David C. Parkes |
| 2015 | Consistent Knowledge Discovery from Evolving Ontologies. Freddy Lécué, Jeff Z. Pan |
| 2015 | Constrained NMF-Based Multi-View Clustering on Unmapped Data. Xianchao Zhang, Linlin Zong, Xinyue Liu, Hong Yu |
| 2015 | Constructing Models of User and Task Characteristics from Eye Gaze Data for User-Adaptive Information Highlighting. Matthew Gingerich, Cristina Conati |
| 2015 | Content-Aware Point of Interest Recommendation on Location-Based Social Networks. Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu |
| 2015 | Content-Based Collaborative Filtering for News Topic Recommendation. Zhongqi Lu, Zhicheng Dou, Jianxun Lian, Xing Xie, Qiang Yang |
| 2015 | Continuity Editing for 3D Animation. Quentin Galvane, Rémi Ronfard, Christophe Lino, Marc Christie |
| 2015 | Contrastive Unsupervised Word Alignment with Non-Local Features. Yang Liu, Maosong Sun |
| 2015 | Controlled School Choice with Soft Bounds and Overlapping Types. Ryoji Kurata, Masahiro Goto, Atsushi Iwasaki, Makoto Yokoo |
| 2015 | Conventional Machine Learning for Social Choice. John A. Doucette, Kate Larson, Robin Cohen |
| 2015 | Convergent Plans for Large-Scale Evacuations. Caroline Even, Victor Pillac, Pascal Van Hentenryck |
| 2015 | Convex Batch Mode Active Sampling via α-Relative Pearson Divergence. Hanmo Wang, Liang Du, Peng Zhou, Lei Shi, Yi-Dong Shen |
| 2015 | Cooperating with Unknown Teammates in Complex Domains: A Robot Soccer Case Study of Ad Hoc Teamwork. Samuel Barrett, Peter Stone |
| 2015 | Cooperative Game Solution Concepts that Maximize Stability under Noise. Yuqian Li, Vincent Conitzer |
| 2015 | Coupled Collaborative Filtering for Context-aware Recommendation. Xinxin Jiang, Wei Liu, Longbing Cao, Guodong Long |
| 2015 | Coupled Interdependent Attribute Analysis on Mixed Data. Can Wang, Chi-Hung Chi, Wei Zhou, Raymond K. Wong |
| 2015 | Cross-Modal Image Clustering via Canonical Correlation Analysis. Cheng Jin, Wenhui Mao, Ruiqi Zhang, Yuejie Zhang, Xiangyang Xue |
| 2015 | Cross-Modal Similarity Learning via Pairs, Preferences, and Active Supervision. Yi Zhen, Piyush Rai, Hongyuan Zha, Lawrence Carin |
| 2015 | Crowd Motion Monitoring with Thermodynamics-Inspired Feature. Xinfeng Zhang, Su Yang, Yuan Yan Tang, Weishan Zhang |
| 2015 | CrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems. Jun Chen, Chaokun Wang, Yiyuan Bai |
| 2015 | CrowdWON: A Modelling Language for Crowd Processes based on Workflow Nets. David Sanchez-Charles, Victor Muntés-Mulero, Marc Solé, Jordi Nin |
| 2015 | Crowdsourced Action-Model Acquisition for Planning. Hankz Hankui Zhuo |
| 2015 | Crowdsourcing Complex Workflows under Budget Constraints. Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld, Sarvapali D. Ramchurn, Nicholas R. Jennings |
| 2015 | Cupid: Commitments in Relational Algebra. Amit K. Chopra, Munindar P. Singh |
| 2015 | Data Analysis and Optimization for (Citi)Bike Sharing. Eoin O'Mahony, David B. Shmoys |
| 2015 | Data Science for Social Good - 2014 KDD Highlights. Wei Wang |
| 2015 | Dataless Text Classification with Descriptive LDA. Xingyuan Chen, Yunqing Xia, Peng Jin, John Carroll |
| 2015 | Day-Ahead Hail Prediction Integrating Machine Learning with Storm-Scale Numerical Weather Models. David John Gagne II, Amy McGovern, Jerald Brotzge, Michael Coniglio, James Correia Jr., Ming Xue |
| 2015 | Dealing with Trouble: A Data-Driven Model of a Repair Type for a Conversational Agent. Sviatlana Höhn |
| 2015 | Deep Modeling Complex Couplings within Financial Markets. Wei Cao, Liang Hu, Longbing Cao |
| 2015 | Deep Representation Learning with Target Coding. Shuo Yang, Ping Luo, Chen Change Loy, Kenneth W. Shum, Xiaoou Tang |
| 2015 | DeepTutor: An Effective, Online Intelligent Tutoring System That Promotes Deep Learning. Vasile Rus, Nobal B. Niraula, Rajendra Banjade |
| 2015 | Design and Experiment of a Collaborative Planning Service for NetCentric International Brigade Command. Christophe Guettier, Willy Lamal, Israel Mayk, Jacques Yelloz |
| 2015 | Designing Vaccines that Are Robust to Virus Escape. Swetasudha Panda, Yevgeniy Vorobeychik |
| 2015 | Detecting Change Points in the Large-Scale Structure of Evolving Networks. Leto Peel, Aaron Clauset |
| 2015 | Detecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams. Brandon Shane Parker, Latifur Khan |
| 2015 | Dialogue Understanding in a Logic of Action and Belief. Alfredo Gabaldon, Pat Langley |
| 2015 | Dictionary Learning with Mutually Reinforcing Group-Graph Structures. Hongteng Xu, Licheng Yu, Dixin Luo, Hongyuan Zha, Yi Xu |
| 2015 | Discretization of Temporal Models with Application to Planning with SMT. Jussi Rintanen |
| 2015 | Discriminative Feature Grouping. Lei Han, Yu Zhang |
| 2015 | Distributed Multiplicative Weights Methods for DCOP. Daisuke Hatano, Yuichi Yoshida |
| 2015 | Distributing Coalition Value Calculations to Coalition Members. Luke Riley, Katie Atkinson, Paul E. Dunne, Terry R. Payne |
| 2015 | Do Capacity Constraints Constrain Coalitions? Michal Feldman, Ofir Geri |
| 2015 | Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX. Johannes Lederer, Christian L. Müller |
| 2015 | Doubly Robust Covariate Shift Correction. Sashank Jakkam Reddi, Barnabás Póczos, Alexander J. Smola |
| 2015 | DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization. Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo |
| 2015 | Effect of Spatial Pooler Initialization on Column Activity in Hierarchical Temporal Memory. Mackenzie Leake, Liyu Xia, Kamil Rocki, Wayne Imaino |
| 2015 | Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network. Weiwei Liu, Zhi-Hong Deng, Xiuwen Gong, Frank Jiang, Ivor W. Tsang |
| 2015 | Efficient Active Learning of Halfspaces via Query Synthesis. Ibrahim M. Alabdulmohsin, Xin Gao, Xiangliang Zhang |
| 2015 | Efficient Benchmarking of Hyperparameter Optimizers via Surrogates. Katharina Eggensperger, Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown |
| 2015 | Efficient Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems. Eric A. Hansen, Ibrahim Abdoulahi |
| 2015 | Efficient Computation of Semivalues for Game-Theoretic Network Centrality. Piotr Lech Szczepanski, Mateusz Krzysztof Tarkowski, Tomasz Pawel Michalak, Paul Harrenstein, Michael J. Wooldridge |
| 2015 | Efficient Extraction of QBF (Counter)models from Long-Distance Resolution Proofs. Valeriy Balabanov, Jie-Hong Roland Jiang, Mikolas Janota, Magdalena Widl |
| 2015 | Efficient Task Sub-Delegation for Crowdsourcing. Han Yu, Chunyan Miao, Zhiqi Shen, Cyril Leung, Yiqiang Chen, Qiang Yang |
| 2015 | Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling. Takuya Akiba, Takanori Hayashi, Nozomi Nori, Yoichi Iwata, Yuichi Yoshida |
| 2015 | Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization. Nahla Ben Amor, Fatma Essghaier, Hélène Fargier |
| 2015 | Eigenvalues Ratio for Kernel Selection of Kernel Methods. Yong Liu, Shizhong Liao |
| 2015 | Elections with Few Voters: Candidate Control Can Be Easy. Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon |
| 2015 | Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge! Peter Clark |
| 2015 | Elicitation for Aggregation. Rafael M. Frongillo, Yiling Chen, Ian A. Kash |
| 2015 | Embedded Unsupervised Feature Selection. Suhang Wang, Jiliang Tang, Huan Liu |
| 2015 | Emerging Architectures for Global System Science. Michela Milano, Pascal Van Hentenryck |
| 2015 | Energy Disaggregation via Learning Powerlets and Sparse Coding. Ehsan Elhamifar, Shankar Sastry |
| 2015 | Energy Usage Behavior Modeling in Energy Disaggregation via Marked Hawkes Process. Liangda Li, Hongyuan Zha |
| 2015 | English Light Verb Construction Identification Using Lexical Knowledge. Wei-Te Chen, Claire Bonial, Martha Palmer |
| 2015 | Entity Resolution in a Big Data Framework. Mayank Kejriwal |
| 2015 | Envy-Free Cake-Cutting in Two Dimensions. Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann |
| 2015 | Estimating Temporal Dynamics of Human Emotions. Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park |
| 2015 | Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version). Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe |
| 2015 | Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds. Hongyang Zhang, Zhouchen Lin, Chao Zhang, Edward Y. Chang |
| 2015 | Existential Rule Languages with Finite Chase: Complexity and Expressiveness. Heng Zhang, Yan Zhang, Jia-Huai You |
| 2015 | Explaining Answer Set Programming in Argumentative Terms. Claudia Schulz |
| 2015 | Explaining Watson: Polymath Style. Wlodek Zadrozny, Valeria de Paiva, Lawrence S. Moss |
| 2015 | Exploiting Determinism to Scale Relational Inference. Mohamed Hamza Ibrahim, Christopher J. Pal, Gilles Pesant |
| 2015 | Exploiting Parallelism for Hard Problems in Abstract Argumentation. Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou |
| 2015 | Exploiting Submodular Value Functions for Faster Dynamic Sensor Selection. Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek |
| 2015 | Exploiting Task-Feature Co-Clusters in Multi-Task Learning. Linli Xu, Aiqing Huang, Jianhui Chen, Enhong Chen |
| 2015 | Exploiting Variable Associations to Configure Efficient Local Search in Large-Scale Set Partitioning Problems. Shunji Umetani |
| 2015 | Exploiting the Structure of Distributed Constraint Optimization Problems. Ferdinando Fioretto |
| 2015 | Exploring Information Asymmetry in Two-Stage Security Games. Haifeng Xu, Zinovi Rabinovich, Shaddin Dughmi, Milind Tambe |
| 2015 | Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval. Weinan Zhang, Zhaoyan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua |
| 2015 | Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition. Chuang Gan, Ming Lin, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann |
| 2015 | Exploring Social Context for Topic Identification in Short and Noisy Texts. Xin Wang, Ying Wang, Wanli Zuo, Guoyong Cai |
| 2015 | Exploring the KD45 Property of a Kripke Model After the Execution of an Action Sequence. Tran Cao Son, Enrico Pontelli, Chitta Baral, Gregory Gelfond |
| 2015 | Expressing Arbitrary Reward Functions as Potential-Based Advice. Anna Harutyunyan, Sam Devlin, Peter Vrancx, Ann Nowé |
| 2015 | Extended Property Paths: Writing More SPARQL Queries in a Succinct Way. Valeria Fionda, Giuseppe Pirrò, Mariano P. Consens |
| 2015 | Extending Analogical Generalization with Near-Misses. Matthew D. McLure, Scott E. Friedman, Kenneth D. Forbus |
| 2015 | Extracting Adverse Drug Reactions from Social Media. Andrew Yates, Nazli Goharian, Ophir Frieder |
| 2015 | Extracting Bounded-Level Modules from Deductive RDF Triplestores. Marie-Christine Rousset, Federico Ulliana |
| 2015 | Extracting Verb Expressions Implying Negative Opinions. Huayi Li, Arjun Mukherjee, Jianfeng Si, Bing Liu |
| 2015 | FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering. Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth |
| 2015 | Facility Location with Double-Peaked Preferences. Aris Filos-Ratsikas, Minming Li, Jie Zhang, Qiang Zhang |
| 2015 | Factored MCTS for Large Scale Stochastic Planning. Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli |
| 2015 | Factored Symmetries for Merge-and-Shrink Abstractions. Silvan Sievers, Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz |
| 2015 | Fair Information Sharing for Treasure Hunting. Yiling Chen, Kobbi Nissim, Bo Waggoner |
| 2015 | Fast Convention Formation in Dynamic Networks Using Topological Knowledge. Mohammad Rashedul Hasan, Anita Raja, Ana L. C. Bazzan |
| 2015 | Fast Gradient Descent for Drifting Least Squares Regression, with Application to Bandits. Nathaniel Korda, Prashanth L. A., Rémi Munos |
| 2015 | Fast and Accurate Prediction of Sentence Specificity. Junyi Jessy Li, Ani Nenkova |
| 2015 | Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System. Nick Gisolfi, Madalina Fiterau, Artur Dubrawski |
| 2015 | Finding a Collective Set of Items: From Proportional Multirepresentation to Group Recommendation. Piotr Krzysztof Skowron, Piotr Faliszewski, Jérôme Lang |
| 2015 | Forecasting Collector Road Speeds Under High Percentage of Missing Data. Xin Xin, Chunwei Lu, Yashen Wang, Heyan Huang |
| 2015 | From Classical to Consistent Query Answering under Existential Rules. Thomas Lukasiewicz, Maria Vanina Martinez, Andreas Pieris, Gerardo I. Simari |
| 2015 | From Non-Negative to General Operator Cost Partitioning. Florian Pommerening, Malte Helmert, Gabriele Röger, Jendrik Seipp |
| 2015 | Fully Proportional Representation with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time. Piotr Krzysztof Skowron, Piotr Faliszewski |
| 2015 | FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments. John P. Dickerson, Tuomas Sandholm |
| 2015 | GEF: A Self-Programming Robot Using Grammatical Evolution. Charles Peabody, Jennifer Seitzer |
| 2015 | Game-Theoretic Approach for Non-Cooperative Planning. Jaume Jordán, Eva Onaindia |
| 2015 | Gaussian Cardinality Restricted Boltzmann Machines. Cheng Wan, Xiaoming Jin, Guiguang Ding, Dou Shen |
| 2015 | Gazetteer-Independent Toponym Resolution Using Geographic Word Profiles. Grant DeLozier, Jason Baldridge, Loretta London |
| 2015 | Gene Selection in Microarray Datasets Using Progressively Refined PSO Scheme. Yamuna Prasad, Kanad K. Biswas |
| 2015 | Generalization Analysis for Game-Theoretic Machine Learning. Haifang Li, Fei Tian, Wei Chen, Tao Qin, Zhiming Ma, Tie-Yan Liu |
| 2015 | Generalized Singular Value Thresholding. Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin |
| 2015 | Generating Event Causality Hypotheses through Semantic Relations. Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Jong-Hoon Oh |
| 2015 | Global Policy Construction in Modular Reinforcement Learning. Ruohan Zhang, Zhao Song, Dana H. Ballard |
| 2015 | Goal Recognition Design for Non-Optimal Agents. Sarah Keren, Avigdor Gal, Erez Karpas |
| 2015 | Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities. Tom Williams, Gordon Briggs, Bradley Oosterveld, Matthias Scheutz |
| 2015 | Graph Analysis for Detecting Fraud, Waste, and Abuse in Healthcare Data. Juan Liu, Eric Bier, Aaron Wilson, Tomonori Honda, Kumar Sricharan, Leilani Gilpin, John Alexis Guerra Gómez, Daniel Davies |
| 2015 | Graph-Sparse LDA: A Topic Model with Structured Sparsity. Finale Doshi-Velez, Byron C. Wallace, Ryan P. Adams |
| 2015 | Graphical Representation of Assumption-Based Argumentation. Claudia Schulz |
| 2015 | Grounded Fixpoints. Bart Bogaerts, Joost Vennekens, Marc Denecker |
| 2015 | HACKAR: Helpful Advice for Code Knowledge and Attack Resilience. Ugur Kuter, Mark H. Burstein, J. Benton, Daniel Bryce, Jordan Tyler Thayer, Steve McCoy |
| 2015 | HVAC-Aware Occupancy Scheduling (Extended Abstract). Boon Ping Lim |
| 2015 | HVAC-Aware Occupancy Scheduling. BoonPing Lim, Menkes van den Briel, Sylvie Thiébaux, Scott Backhaus, Russell Bent |
| 2015 | Handling Owl: sameAs via Rewriting. Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks |
| 2015 | Handling Uncertainty in Answer Set Programming. Yi Wang, Joohyung Lee |
| 2015 | Hedonic Coalition Formation in Networks. Martin Hoefer, Daniel Vaz, Lisa Wagner |
| 2015 | Heuristic Induction of Rate-Based Process Models. Pat Langley, Adam Arvay |
| 2015 | Heuristics and Symmetries in Classical Planning. Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle |
| 2015 | Hierarchical Monte-Carlo Planning. Ngo Anh Vien, Marc Toussaint |
| 2015 | High-Confidence Off-Policy Evaluation. Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh |
| 2015 | High-Performance Distributed ML at Scale through Parameter Server Consistency Models. Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth A. Gibson, Eric P. Xing |
| 2015 | How Many Diagnoses Do We Need? Roni Tzvi Stern, Meir Kalech, Shelly Rogov, Alexander Feldman |
| 2015 | Identifying At-Risk Students in Massive Open Online Courses. Jiazhen He, James Bailey, Benjamin I. P. Rubinstein, Rui Zhang |
| 2015 | Impact of Modeling Languages on the Theory and Practice in Planning Research. Jussi Rintanen |
| 2015 | Improved Local Search for Binary Matrix Factorization. Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier |
| 2015 | Improving Approximate Value Iteration with Complex Returns by Bounding. Robert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu |
| 2015 | Improving Cross-Domain Recommendation through Probabilistic Cluster-Level Latent Factor Model. Siting Ren, Sheng Gao, Jianxin Liao, Jun Guo |
| 2015 | Improving Exploration in UCT Using Local Manifolds. Sriram Srinivasan, Erik Talvitie, Michael H. Bowling |
| 2015 | Improving Microblog Retrieval from Exterior Corpus by Automatically Constructing Microblogging Corpus. Wenting Tu, David Wai-Lok Cheung, Nikos Mamoulis |
| 2015 | Improving Multi-Step Prediction of Learned Time Series Models. Arun Venkatraman, Martial Hebert, J. Andrew Bagnell |
| 2015 | Incentive Networks. Yuezhou Lv, Thomas Moscibroda |
| 2015 | Incentives for Subjective Evaluations with Private Beliefs. Goran Radanovic, Boi Faltings |
| 2015 | Incentivizing Users for Balancing Bike Sharing Systems. Adish Singla, Marco Santoni, Gábor Bartók, Pratik Mukerji, Moritz Meenen, Andreas Krause |
| 2015 | Incorporating Assortativity and Degree Dependence into Scalable Network Models. Stephen Mussmann, John Moore, Joseph John Pfeiffer III, Jennifer Neville |
| 2015 | Incorporating Implicit Link Preference Into Overlapping Community Detection. Hongyi Zhang, Irwin King, Michael R. Lyu |
| 2015 | Incremental Update of Datalog Materialisation: the Backward/Forward Algorithm. Boris Motik, Yavor Nenov, Robert Edgar Felix Piro, Ian Horrocks |
| 2015 | Incremental Weight Elicitation for Multiobjective State Space Search. Nawal Benabbou, Patrice Perny |
| 2015 | Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series. George D. Montañez, Saeed Amizadeh, Nikolay Laptev |
| 2015 | Inference Graphs: Combining Natural Deduction and Subsumption Inference in a Concurrent Reasoner. Daniel R. Schlegel, Stuart C. Shapiro |
| 2015 | Inferring Latent User Properties from Texts Published in Social Media. Svitlana Volkova, Yoram Bachrach, Michael Armstrong, Vijay Sharma |
| 2015 | Inferring Same-As Facts from Linked Data: An Iterative Import-by-Query Approach. Mustafa Al-Bakri, Manuel Atencia, Steffen Lalande, Marie-Christine Rousset |
| 2015 | Influence-Driven Model for Time Series Prediction from Partial Observations. Saima Aman, Charalampos Chelmis, Viktor K. Prasanna |
| 2015 | Information Gathering and Reward Exploitation of Subgoals for POMDPs. Hang Ma, Joelle Pineau |
| 2015 | Initializing Bayesian Hyperparameter Optimization via Meta-Learning. Matthias Feurer, Jost Tobias Springenberg, Frank Hutter |
| 2015 | Instance-Driven Ontology Evolution in DL-Lite. Zhe Wang, Kewen Wang, Zhiqiang Zhuang, Guilin Qi |
| 2015 | Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data. Wenzhao Lian, Piyush Rai, Esther Salazar, Lawrence Carin |
| 2015 | Integrating Image Clustering and Codebook Learning. Pengtao Xie, Eric P. Xing |
| 2015 | Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS. Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme |
| 2015 | Intelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients. Sarit Kraus |
| 2015 | Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation. Mathew Monfort, Anqi Liu, Brian D. Ziebart |
| 2015 | Interactive Narrative Planning in The Best Laid Plans. Stephen G. Ware, Robert Michael Young, Christian Stith, Phillip Wright |
| 2015 | Interactive Query-Based Debugging of ASP Programs. Kostyantyn M. Shchekotykhin |
| 2015 | Joint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures. Emmanuel Lassalle, Pascal Denis |
| 2015 | Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework. Ran Xu, Caiming Xiong, Wei Chen, Jason J. Corso |
| 2015 | Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs. Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate |
| 2015 | Just-in-Time Hierarchical Constraint Decomposition. Valentin Mayer-Eichberger |
| 2015 | Justified Representation in Approval-Based Committee Voting. Haris Aziz, Markus Brill, Vincent Conitzer, Edith Elkind, Rupert Freeman, Toby Walsh |
| 2015 | Kernel Density Estimation for Text-Based Geolocation. Mans Hulden, Miikka Silfverberg, Jerid Francom |
| 2015 | Kernelized Online Imbalanced Learning with Fixed Budgets. Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So |
| 2015 | Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks. David Balduzzi, Hastagiri Vanchinathan, Joachim M. Buhmann |
| 2015 | Knowledge Forgetting in Circumscription: A Preliminary Report. Yisong Wang, Kewen Wang, Zhe Wang, Zhiqiang Zhuang |
| 2015 | Knowledge Representation and Reasoning: What's Hot. Chitta Baral, Giuseppe De Giacomo |
| 2015 | Knowledge-Based Probabilistic Logic Learning. Phillip Odom, Tushar Khot, Reid B. Porter, Sriraam Natarajan |
| 2015 | LARS: A Logic-Based Framework for Analyzing Reasoning over Streams. Harald Beck, Minh Dao-Tran, Thomas Eiter, Michael Fink |
| 2015 | LOL - Laugh Out Loud. Florian Pecune, Béatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Antonio Camurri, Gualtiero Volpe |
| 2015 | Lagrangian Decomposition Algorithm for Allocating Marketing Channels. Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi |
| 2015 | Language Independent Feature Extractor. Young-Seob Jeong, Ho-Jin Choi |
| 2015 | Languages for Learning and Mining. Luc De Raedt |
| 2015 | Large Margin Metric Learning for Multi-Label Prediction. Weiwei Liu, Ivor W. Tsang |
| 2015 | Large-Margin Multi-Label Causal Feature Learning. Chang Xu, Dacheng Tao, Chao Xu |
| 2015 | Large-Scale Multi-View Spectral Clustering via Bipartite Graph. Yeqing Li, Feiping Nie, Heng Huang, Junzhou Huang |
| 2015 | Lazier Than Lazy Greedy. Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi, Jan Vondrák, Andreas Krause |
| 2015 | Learning Entity and Relation Embeddings for Knowledge Graph Completion. Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu |
| 2015 | Learning Face Hallucination in the Wild. Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin |
| 2015 | Learning Greedy Policies for the Easy-First Framework. Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Z. Fern, Thomas G. Dietterich, Prasad Tadepalli |
| 2015 | Learning Hybrid Models with Guarded Transitions. Pedro Henrique Santana, Spencer Lane, Eric Timmons, Brian Charles Williams, Carlos Forster |
| 2015 | Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in East Africa. Stefano Ermon, Yexiang Xue, Russell Toth, Bistra Dilkina, Richard Bernstein, Theodoros Damoulas, Patrick E. Clark, Steve DeGloria, Andrew Mude, Christopher Barrett, Carla P. Gomes |
| 2015 | Learning Multi-Level Task Groups in Multi-Task Learning. Lei Han, Yu Zhang |
| 2015 | Learning Partial Lexicographic Preference Trees over Combinatorial Domains. Xudong Liu, Miroslaw Truszczynski |
| 2015 | Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regression. Chen Liang, Kenneth D. Forbus |
| 2015 | Learning Predictable and Discriminative Attributes for Visual Recognition. Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang |
| 2015 | Learning Relational Kalman Filtering. Jaesik Choi, Eyal Amir, Tianfang Xu, Albert J. Valocchi |
| 2015 | Learning Relational Sum-Product Networks. Aniruddh Nath, Pedro M. Domingos |
| 2015 | Learning Robust Locality Preserving Projection via p-Order Minimization. Hua Wang, Feiping Nie, Heng Huang |
| 2015 | Learning Sparse Representations from Datasets with Uncertain Group Structures: Model, Algorithm and Applications. Longwen Gao, Shuigeng Zhou |
| 2015 | Learning User-Specific Latent Influence and Susceptibility from Information Cascades. Yongqing Wang, Huawei Shen, Shenghua Liu, Xueqi Cheng |
| 2015 | Learning Valuation Distributions from Partial Observation. Avrim Blum, Yishay Mansour, Jamie Morgenstern |
| 2015 | Learning Word Representations from Relational Graphs. Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi |
| 2015 | Learning Word Vectors Efficiently Using Shared Representations and Document Representations. Qun Luo, Weiran Xu |
| 2015 | Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information. Haonan Yu, Jeffrey Mark Siskind |
| 2015 | Learning to Hash on Structured Data. Qifan Wang, Luo Si, Bin Shen |
| 2015 | Learning to Manipulate Unknown Objects in Clutter by Reinforcement. Abdeslam Boularias, James Andrew Bagnell, Anthony Stentz |
| 2015 | Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue. Changsong Liu, Joyce Yue Chai |
| 2015 | Learning to Recommend Quotes for Writing. Jiwei Tan, Xiaojun Wan, Jianguo Xiao |
| 2015 | Learning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks. Jeremy C. Weiss, Sriraam Natarajan, C. David Page Jr. |
| 2015 | Learning to Uncover Deep Musical Structure. Phillip B. Kirlin, David D. Jensen |
| 2015 | Leveraging Common Structure to Improve Prediction across Related Datasets. Matt Barnes, Nick Gisolfi, Madalina Fiterau, Artur Dubrawski |
| 2015 | Leveraging Features and Networks for Probabilistic Tensor Decomposition. Piyush Rai, Yingjian Wang, Lawrence Carin |
| 2015 | Leveraging Ontologies to Improve Model Generalization Automatically with Online Data Sources. Sasin Janpuangtong, Dylan A. Shell |
| 2015 | Leveraging Social Foci for Information Seeking in Social Media. Suhas Ranganath, Jiliang Tang, Xia Hu, Hari Sundaram, Huan Liu |
| 2015 | Lifted Probabilistic Inference for Asymmetric Graphical Models. Guy Van den Broeck, Mathias Niepert |
| 2015 | Lifting Model Sampling for General Game Playing to Incomplete-Information Models. Michael John Schofield, Michael Thielscher |
| 2015 | Limitations of Front-To-End Bidirectional Heuristic Search. Joseph Kelly Barker, Richard E. Korf |
| 2015 | Linear-Time Gibbs Sampling in Piecewise Graphical Models. Hadi Mohasel Afshar, Scott Sanner, Ehsan Abbasnejad |
| 2015 | Local Context Sparse Coding. Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park |
| 2015 | Localized Centering: Reducing Hubness in Large-Sample Data. Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Milos Radovanovic |
| 2015 | Logic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation. Claudia Schulz, Francesca Toni |
| 2015 | Loss-Calibrated Monte Carlo Action Selection. Ehsan Abbasnejad, Justin Domke, Scott Sanner |
| 2015 | Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification. Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen |
| 2015 | Low-Rank Similarity Metric Learning in High Dimensions. Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang |
| 2015 | Lower and Upper Bounds for SPARQL Queries over OWL Ontologies. Birte Glimm, Yevgeny Kazakov, Ilianna Kollia, Giorgos B. Stamou |
| 2015 | Machine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education. Xiaojin Zhu |
| 2015 | Maestoso: An Intelligent Educational Sketching Tool for Learning Music Theory. Paul Taele, Laura Barreto, Tracy Anne Hammond |
| 2015 | Marginalized Denoising for Link Prediction and Multi-Label Learning. Zheng Chen, Minmin Chen, Kilian Q. Weinberger, Weixiong Zhang |
| 2015 | Massively Parallel A* Search on a GPU. Yichao Zhou, Jianyang Zeng |
| 2015 | Matching with Dynamic Ordinal Preferences. Hadi Hosseini, Kate Larson, Robin Cohen |
| 2015 | Maximin Separation Probability Clustering. Gao Huang, Jianwen Zhang, Shiji Song, Zheng Chen |
| 2015 | Measuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric. Robert P. Goldman, Ugur Kuter |
| 2015 | Mechanism Design for Team Formation. Mason Wright, Yevgeniy Vorobeychik |
| 2015 | Mechanism Learning with Mechanism Induced Data. Tie-Yan Liu, Wei Chen, Tao Qin |
| 2015 | Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking. Liming Zhao, Xi Li, Jun Xiao, Fei Wu, Yueting Zhuang |
| 2015 | Microblog Sentiment Classification with Contextual Knowledge Regularization. Fangzhao Wu, Yangqiu Song, Yongfeng Huang |
| 2015 | Minimizing User Involvement for Accurate Ontology Matching Problems. Anika Schumann, Freddy Lécué |
| 2015 | Mining Query Subtopics from Questions in Community Question Answering. Yu Wu, Wei Wu, Zhoujun Li, Ming Zhou |
| 2015 | Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network. Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie |
| 2015 | Mining User Intents in Twitter: A Semi-Supervised Approach to Inferring Intent Categories for Tweets. Jinpeng Wang, Gao Cong, Wayne Xin Zhao, Xiaoming Li |
| 2015 | Mining User Interests from Personal Photos. Pengtao Xie, Yulong Pei, Yuan Xie, Eric P. Xing |
| 2015 | Model-Based Reinforcement Learning in Continuous Environments Using Real-Time Constrained Optimization. Olov Andersson, Fredrik Heintz, Patrick Doherty |
| 2015 | Modeling Eye Movements when Reading Microblogs. Maria Barrett, Anders Søgaard |
| 2015 | Modeling Status Theory in Trust Prediction. Ying Wang, Xin Wang, Jiliang Tang, Wanli Zuo, Guoyong Cai |
| 2015 | Modeling with Node Degree Preservation Can Accurately Find Communities. Di Jin, Zheng Chen, Dongxiao He, Weixiong Zhang |
| 2015 | Modelling Class Noise with Symmetric and Asymmetric Distributions. Jun Du, Zhihua Cai |
| 2015 | Modelling Individual Negative Emotion Spreading Process with Mobile Phones. Zhanwei Du, Yongjian Yang, Chuang Ma, Yuan Bai |
| 2015 | Moral Decision-Making by Analogy: Generalizations versus Exemplars. Joseph A. Blass, Kenneth D. Forbus |
| 2015 | Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling. Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta |
| 2015 | Multi-Agent Path Finding on Strongly Biconnected Digraphs. Adi Botea, Pavel Surynek |
| 2015 | Multi-Agent Pathfinding as a Combinatorial Auction. Ofra Amir, Guni Sharon, Roni Stern |
| 2015 | Multi-Agent Team Formation: Solving Complex Problems by Aggregating Opinions. Leandro Soriano Marcolino |
| 2015 | Multi-Document Summarization Based on Two-Level Sparse Representation Model. He Liu, Hongliang Yu, Zhi-Hong Deng |
| 2015 | Multi-Objective MDPs with Conditional Lexicographic Reward Preferences. Kyle Hollins Wray, Shlomo Zilberstein, Abdel-Illah Mouaddib |
| 2015 | Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation. Matteo Pirotta, Simone Parisi, Marcello Restelli |
| 2015 | Multi-Robot Auctions for Allocation of Tasks with Temporal Constraints. Ernesto Nunes, Maria L. Gini |
| 2015 | Multi-Source Domain Adaptation: A Causal View. Kun Zhang, Mingming Gong, Bernhard Schölkopf |
| 2015 | Multi-Task Learning and Algorithmic Stability. Yu Zhang |
| 2015 | Multi-View Point Registration via Alternating Optimization. Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu |
| 2015 | Multi-tensor Completion with Common Structures. Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo |
| 2015 | Multimedia Data for the Visually Impaired. Niket Tandon, Shekhar Sharma, Tanima Makkad |
| 2015 | Multivariate Conditional Anomaly Detection and Its Clinical Application. Charmgil Hong, Milos Hauskrecht |
| 2015 | Named Entity Recognition in Travel-Related Search Queries. Brooke Cowan, Sven Zethelius, Brittany Luk, Teodora Baras, Prachi Ukarde, Daodao Zhang |
| 2015 | Never-Ending Learning. Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha Pratim Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling |
| 2015 | Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding. Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang |
| 2015 | Non-Classical Planning for Robotic Applications. Scott Kiesel |
| 2015 | Non-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model. Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada |
| 2015 | Nonparametric Scoring Rules. Erik Peter Zawadzki, Sébastien Lahaie |
| 2015 | Nonstationary Gaussian Process Regression for Evaluating Repeated Clinical Laboratory Tests. Thomas A. Lasko |
| 2015 | Novel Mechanisms for Online Crowdsourcing with Unreliable, Strategic Agents. Praphul Chandra, Yadati Narahari, Debmalya Mandal, Prasenjit Dey |
| 2015 | Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation. Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu |
| 2015 | OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation. Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa |
| 2015 | Obtaining Well Calibrated Probabilities Using Bayesian Binning. Mahdi Pakdaman Naeini, Gregory F. Cooper, Milos Hauskrecht |
| 2015 | On Computing Explanations in Argumentation. Xiuyi Fan, Francesca Toni |
| 2015 | On Computing Maximal Subsets of Clauses that Must Be Satisfiable with Possibly Mutually-Contradictory Assumptive Contexts. Philippe Besnard, Éric Grégoire, Jean-Marie Lagniez |
| 2015 | On Correcting Misspelled Queries in Email Search. Abhijit Bhole, Raghavendra Udupa |
| 2015 | On Elementary Loops and Proper Loops for Disjunctive Logic Programs. Jianmin Ji, Hai Wan, Peng Xiao |
| 2015 | On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison. Chongjie Zhang, Julie A. Shah |
| 2015 | On Information Coverage for Location Category Based Point-of-Interest Recommendation. Xuefeng Chen, Yifeng Zeng, Gao Cong, Shengchao Qin, Yanping Xiang, Yuanshun Dai |
| 2015 | On Interruptible Pure Exploration in Multi-Armed Bandits. Alexander Shleyfman, Antonín Komenda, Carmel Domshlak |
| 2015 | On Machine Learning towards Predictive Sales Pipeline Analytics. Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu, Xiaokang Yang |
| 2015 | On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences. Hadi Hosseini, Kate Larson, Robin Cohen |
| 2015 | On Unconstrained Quasi-Submodular Function Optimization. Jincheng Mei, Kang Zhao, Bao-Liang Lu |
| 2015 | On Vectorization of Deep Convolutional Neural Networks for Vision Tasks. Jimmy S. J. Ren, Li Xu |
| 2015 | On a Competitive Secretary Problem. Anna R. Karlin, Eric Lei |
| 2015 | On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be? Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov, Zinovi Rabinovich, Nicholas R. Jennings |
| 2015 | On the Decreasing Power of Kernel and Distance Based Nonparametric Hypothesis Tests in High Dimensions. Aaditya Ramdas, Sashank Jakkam Reddi, Barnabás Póczos, Aarti Singh, Larry A. Wasserman |
| 2015 | On the Diagnosis of Cyber-Physical Production Systems. Oliver Niggemann, Volker Lohweg |
| 2015 | On the Equivalence of Linear Discriminant Analysis and Least Squares. Kibok Lee, Junmo Kim |
| 2015 | On the Impossibility of Convex Inference in Human Computation. Nihar B. Shah, Dengyong Zhou |
| 2015 | On the Role of Canonicity in Knowledge Compilation. Guy Van den Broeck, Adnan Darwiche |
| 2015 | On the Scalable Learning of Stochastic Blockmodel. Bo Yang, Xuehua Zhao |
| 2015 | Online Bandit Learning for a Special Class of Non-Convex Losses. Lijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou |
| 2015 | Online Bayesian Models for Personal Analytics in Social Media. Svitlana Volkova, Benjamin Van Durme |
| 2015 | Online Boosting Algorithms for Anytime Transfer and Multitask Learning. Boyu Wang, Joelle Pineau |
| 2015 | Online Detection of Abnormal Events Using Incremental Coding Length. Jayanta Kumar Dutta, Bonny Banerjee |
| 2015 | Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications. Shengping Zhang, Shiva Prasad Kasiviswanathan, Pong C. Yuen, Mehrtash Harandi |
| 2015 | Online Learning and Profit Maximization from Revealed Preferences. Kareem Amin, Rachel Cummings, Lili Dworkin, Michael J. Kearns, Aaron Roth |
| 2015 | Ontology Module Extraction via Datalog Reasoning. Ana Armas Romero, Mark Kaminski, Bernardo Cuenca Grau, Ian Horrocks |
| 2015 | Ontology-Based Information Extraction with a Cognitive Agent. Peter Lindes, Deryle W. Lonsdale, David W. Embley |
| 2015 | Optimal Column Subset Selection by A-Star Search. Hiromasa Arai, Crystal Maung, Haim Schweitzer |
| 2015 | Optimal Cost Almost-Sure Reachability in POMDPs. Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia |
| 2015 | Optimal Estimation of Multivariate ARMA Models. Martha White, Junfeng Wen, Michael Bowling, Dale Schuurmans |
| 2015 | Optimal Machine Strategies to Commit to in Two-Person Repeated Games. Song Zuo, Pingzhong Tang |
| 2015 | Optimal Multi-Agent Pathfinding Algorithms. Guni Sharon |
| 2015 | Optimal Personalized Filtering Against Spear-Phishing Attacks. Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos |
| 2015 | Optimizing Bag Features for Multiple-Instance Retrieval. Zhouyu Fu, Feifei Pan, Cheng Deng, Wei Liu |
| 2015 | Optimizing the CVaR via Sampling. Aviv Tamar, Yonatan Glassner, Shie Mannor |
| 2015 | Ordering-Sensitive and Semantic-Aware Topic Modeling. Min Yang, Tianyi Cui, Wenting Tu |
| 2015 | Outlier-Robust Convex Segmentation. Itamar Katz, Koby Crammer |
| 2015 | PD Disease State Assessment in Naturalistic Environments Using Deep Learning. Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz |
| 2015 | Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation. Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet |
| 2015 | Parallelized Hitting Set Computation for Model-Based Diagnosis. Dietmar Jannach, Thomas Schmitz, Kostyantyn M. Shchekotykhin |
| 2015 | Pareto Ensemble Pruning. Chao Qian, Yang Yu, Zhi-Hua Zhou |
| 2015 | Partial Meet Revision and Contraction in Logic Programs. Sebastian Binnewies, Zhiqiang Zhuang, Kewen Wang |
| 2015 | Pathway Graphical Lasso. Maxim Grechkin, Maryam Fazel, Daniela M. Witten, Su-In Lee |
| 2015 | Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery. Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla P. Gomes, Bart Selman, Robert Bruce van Dover |
| 2015 | Pattern-Based Variant-Best-Neighbors Respiratory Motion Prediction Using Orthogonal Polynomials Approximation. KinMing Kam, Shouyi Wang, Stephen R. Bowen, Wanpracha Art Chaovalitwongse |
| 2015 | Pearl's Causality in a Logical Setting. Alexander Bochman, Vladimir Lifschitz |
| 2015 | Perceiving Group Themes from Collective Social and Behavioral Information. Peng Cui, Tianyang Zhang, Fei Wang, Peng He |
| 2015 | Person Identification Using Anthropometric and Gait Data from Kinect Sensor. Virginia Ortiz Andersson, Ricardo Matsumura de Araújo |
| 2015 | Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel. Xiaomin Fang, Rong Pan, Guoxiang Cao, Xiuqiang He, Wenyuan Dai |
| 2015 | Phrase Type Sensitive Tensor Indexing Model for Semantic Composition. Yu Zhao, Zhiyuan Liu, Maosong Sun |
| 2015 | Placing Influencing Agents in a Flock. Katie Genter, Peter Stone |
| 2015 | Planned Protest Modeling in News and Social Media. Sathappan Muthiah, Bert Huang, Jaime Arredondo, David Mares, Lise Getoor, Graham Katz, Naren Ramakrishnan |
| 2015 | Planning Over Multi-Agent Epistemic States: A Classical Planning Approach. Christian J. Muise, Vaishak Belle, Paolo Felli, Sheila A. McIlraith, Tim Miller, Adrian R. Pearce, Liz Sonenberg |
| 2015 | Planning with Numeric Timed Initial Fluents. Chiara Piacentini, Maria Fox, Derek Long |
| 2015 | Plurality Voting Under Uncertainty. Reshef Meir |
| 2015 | Policy Tree: Adaptive Representation for Policy Gradient. Ujjwal Das Gupta, Erik Talvitie, Michael Bowling |
| 2015 | Position Assignment on an Enterprise Level Using Combinatorial Optimization. Leonard Kinnaird-Heether, Chris Dorman |
| 2015 | Power System Restoration With Transient Stability. Hassan L. Hijazi, Terrence W. K. Mak, Pascal Van Hentenryck |
| 2015 | Prajna: Towards Recognizing Whatever You Want from Images without Image Labeling. Xian-Sheng Hua, Jin Li |
| 2015 | Predicting Emotion Perception Across Domains: A Study of Singing and Speaking. Biqiao Zhang, Emily Mower Provost, Robert Swedberg, Georg Essl |
| 2015 | Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression. Zsolt Bitvai, Trevor Cohn |
| 2015 | Predicting the Demographics of Twitter Users from Website Traffic Data. Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler |
| 2015 | Predicting the Quality of User Experiences to Improve Productivity and Wellness. Priya Lekha Donti, Jacob Rosenbloom, Alex Gruver, James C. Boerkoel Jr. |
| 2015 | Predisaster Preparation of Transportation Networks. Hermann Schichl, Meinolf Sellmann |
| 2015 | Preference Planning for Markov Decision Processes. Meilun Li, Zhikun She, Andrea Turrini, Lijun Zhang |
| 2015 | Preventing HIV Spread in Homeless Populations Using PSINET. Amulya Yadav, Leandro Soriano Marcolino, Eric Rice, Robin Petering, Hailey Winetrobe, Harmony Rhoades, Milind Tambe, Heather Carmichael |
| 2015 | Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker. Mithun Chakraborty, Sanmay Das, Justin Peabody |
| 2015 | Probabilistic Attributed Hashing. Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu |
| 2015 | Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs. Fei Mi, Dit-Yan Yeung |
| 2015 | Probabilistic Planning with Risk-Sensitive Criterion. Ping Hou |
| 2015 | Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. Blai Bonet, Sven Koenig |
| 2015 | Process Diagnosis System (PDS) - A 30 Year History. Edward D. Thompson, Ethan Frolich, James C. Bellows, Benjamin E. Bassford, Edward J. Skiko, Mark S. Fox |
| 2015 | Projection in the Epistemic Situation Calculus with Belief Conditionals. Christoph Schwering, Gerhard Lakemeyer |
| 2015 | Propagating Ranking Functions on a Graph: Algorithms and Applications. Buyue Qian, Xiang Wang, Ian Davidson |
| 2015 | Providing Arguments in Discussions Based on the Prediction of Human Argumentative Behavior. Ariel Rosenfeld, Sarit Kraus |
| 2015 | Proximal Operators for Multi-Agent Path Planning. José Bento, Nate Derbinsky, Charles Mathy, Jonathan S. Yedidia |
| 2015 | Pruning Game Tree by Rollouts. Bojun Huang |
| 2015 | Query Abduction for ELH Ontologies. Mahsa Chitsaz, Zhe Wang, Kewen Wang |
| 2015 | Question/Answer Matching for CQA System via Combining Lexical and Sequential Information. Yikang Shen, Wenge Rong, Zhiwei Sun, Yuanxin Ouyang, Zhang Xiong |
| 2015 | R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection. Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher Leckie |
| 2015 | RAIN: Social Role-Aware Information Diffusion. Yang Yang, Jie Tang, Cane Wing-Ki Leung, Yizhou Sun, Qicong Chen, Juanzi Li, Qiang Yang |
| 2015 | RANSAC versus CS-RANSAC. GeunSik Jo, Kee-Sung Lee, Devy Chandra, Chol-Hee Jang, Myung-Hyun Ga |
| 2015 | Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers. Hu Ding, Jinhui Xu |
| 2015 | Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization. Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zhou |
| 2015 | Real-Time Predictive Optimization for Energy Management in a Hybrid Electric Vehicle. Alexander David Styler, Illah Reza Nourbakhsh |
| 2015 | Real-Time Symbolic Dynamic Programming. Luis Gustavo Rocha Vianna, Leliane N. de Barros, Scott Sanner |
| 2015 | Realistic Assumptions for Attacks on Elections. Zack Fitzsimmons |
| 2015 | Recommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC. Dongjin Song, David A. Meyer |
| 2015 | Recovering Causal Effects from Selection Bias. Elias Bareinboim, Jin Tian |
| 2015 | Recurrent Convolutional Neural Networks for Text Classification. Siwei Lai, Liheng Xu, Kang Liu, Jun Zhao |
| 2015 | Recursive Best-First Search with Bounded Overhead. Matthew Hatem, Scott Kiesel, Wheeler Ruml |
| 2015 | Refer-to-as Relations as Semantic Knowledge. Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznetsova, Wei Liu, Alexander C. Berg, Tamara L. Berg, Yejin Choi |
| 2015 | Relating Romanized Comments to News Articles by Inferring Multi-Glyphic Topical Correspondence. Goutham Tholpadi, Mrinal Kanti Das, Trapit Bansal, Chiranjib Bhattacharyya |
| 2015 | Relational Stacked Denoising Autoencoder for Tag Recommendation. Hao Wang, Xingjian Shi, Dit-Yan Yeung |
| 2015 | Representation Discovery for MDPs Using Bisimulation Metrics. Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup |
| 2015 | Representation Discovery for MDPs Using Bisimulation Metrics. Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup |
| 2015 | Representation Learning for Aspect Category Detection in Online Reviews. Xinjie Zhou, Xiaojun Wan, Jianguo Xiao |
| 2015 | Representing Aggregators in Relational Probabilistic Models. David Buchman, David Poole |
| 2015 | Resilient Upgrade of Electrical Distribution Grids. Emre Yamangil, Russell Bent, Scott Backhaus |
| 2015 | Resolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation. Peng Yu, Cheng Fang, Brian Charles Williams |
| 2015 | Retweet Behavior Prediction Using Hierarchical Dirichlet Process. Qi Zhang, Yeyun Gong, Ya Guo, Xuanjing Huang |
| 2015 | Reusing Previously Found A* Paths for Fast Goal-Directed Navigation in Dynamic Terrain. Carlos Hernández, Roberto Asín, Jorge A. Baier |
| 2015 | Reward Shaping for Model-Based Bayesian Reinforcement Learning. Hyeoneun Kim, Woosang Lim, Kanghoon Lee, Yung-Kyun Noh, Kee-Eung Kim |
| 2015 | Risk Based Optimization for Improving Emergency Medical Systems. Sandhya Saisubramanian, Pradeep Varakantham, Hoong Chuin Lau |
| 2015 | Risk-Aware Scheduling throughout Planning and Execution. Andrew J. Wang |
| 2015 | RoboCup@Home - Benchmarking Domestic Service Robots. Sven Wachsmuth, Dirk Holz, Maja Rudinac, Javier Ruiz-del-Solar |
| 2015 | Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web. Yezhou Yang, Yi Li, Cornelia Fermüller, Yiannis Aloimonos |
| 2015 | Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks. Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang |
| 2015 | Robust Subspace Clustering via Thresholding Ridge Regression. Xi Peng, Zhang Yi, Huajin Tang |
| 2015 | Robust System for Identifying Procurement Fraud. Amit Dhurandhar, Rajesh Kumar Ravi, Bruce Graves, Gopikrishnan Maniachari, Markus Ettl |
| 2015 | Robustness in Probabilistic Temporal Planning. Jeb Brooks, Emilia Reed, Alexander Gruver, James C. Boerkoel |
| 2015 | SAT Modulo Monotonic Theories. Sam Bayless, Noah Bayless, Holger H. Hoos, Alan J. Hu |
| 2015 | SAT-Based Strategy Extraction in Reachability Games. Niklas Eén, Alexander Legg, Nina Narodytska, Leonid Ryzhyk |
| 2015 | SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning. Patrick MacAlpine, Eric Price, Peter Stone |
| 2015 | SKILL: A System for Skill Identification and Normalization. Meng Zhao, Faizan Javed, Ferosh Jacob, Matt McNair |
| 2015 | SMT-Based Nonlinear PDDL+ Planning. Daniel Bryce, Sicun Gao, David J. Musliner, Robert P. Goldman |
| 2015 | SMT-Based Validation of Timed Failure Propagation Graphs. Marco Bozzano, Alessandro Cimatti, Marco Gario, Andrea Micheli |
| 2015 | SP-SVM: Large Margin Classifier for Data on Multiple Manifolds. Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach |
| 2015 | Salient Object Detection via Objectness Proposals. Tam V. Nguyen |
| 2015 | Sample-Targeted Clinical Trial Adaptation. Ognjen Arandjelovic |
| 2015 | Sampling Representative Users from Large Social Networks. Jie Tang, Chenhui Zhang, Keke Cai, Li Zhang, Zhong Su |
| 2015 | Scalable Agent Modeling for Large Multiagent Systems. Carrie Rebhuhn |
| 2015 | Scalable Planning and Learning for Multiagent POMDPs. Christopher Amato, Frans A. Oliehoek |
| 2015 | Scalable and Interpretable Data Representation for High-Dimensional, Complex Data. Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie A. Shah |
| 2015 | Scaling-Up Inference in Markov Logic. Deepak Venugopal |
| 2015 | Scheherazade: Crowd-Powered Interactive Narrative Generation. Boyang Li, Mark O. Riedl |
| 2015 | Security Games with Protection Externalities. Jiarui Gan, Bo An, Yevgeniy Vorobeychik |
| 2015 | Self-Organized Collective Decision-Making in a 100-Robot Swarm. Gabriele Valentini, Heiko Hamann, Marco Dorigo |
| 2015 | Self-Paced Curriculum Learning. Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann |
| 2015 | Self-Paced Learning for Matrix Factorization. Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann |
| 2015 | Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length. Ashequl Qadir, Pablo N. Mendes, Daniel Gruhl, Neal Lewis |
| 2015 | Semantic Representation. Lenhart K. Schubert |
| 2015 | Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia. Zhaohui Wu, C. Lee Giles |
| 2015 | Sequence-Form Algorithm for Computing Stackelberg Equilibria in Extensive-Form Games. Branislav Bosanský, Jiri Cermak |
| 2015 | Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing. Filippo Bistaffa, Alessandro Farinelli, Sarvapali D. Ramchurn |
| 2015 | Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction. Anqi Liu, Lev Reyzin, Brian D. Ziebart |
| 2015 | SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications. Louis-Philippe Morency, Giota Stratou, David DeVault, Arno Hartholt, Margot Lhommet, Gale M. Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David R. Traum, Albert A. Rizzo |
| 2015 | SmartShift: Expanded Load Shifting Incentive Mechanism for Risk-Averse Consumers. Bochao Shen, Balakrishnan Narayanaswamy, Ravi Sundaram |
| 2015 | SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering. Han Zhao, Pascal Poupart, Yongfeng Zhang, Martin Lysy |
| 2015 | Social Hierarchical Learning. Bradley Hayes |
| 2015 | Solving Distributed Constraint Optimization Problems Using Logic Programming. Tiep Le, Tran Cao Son, Enrico Pontelli, William Yeoh |
| 2015 | Solving Games with Functional Regret Estimation. Kevin Waugh, Dustin Morrill, James Andrew Bagnell, Michael H. Bowling |
| 2015 | Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization. Danny Munera, Daniel Diaz, Salvador Abreu, Francesca Rossi, Vijay A. Saraswat, Philippe Codognet |
| 2015 | Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty. Yossiri Adulyasak, Pradeep Varakantham, Asrar Ahmed, Patrick Jaillet |
| 2015 | Solving and Explaining Analogy Questions Using Semantic Networks. Adrian Boteanu, Sonia Chernova |
| 2015 | Some Fixed Parameter Tractability Results for Planning with Non-Acyclic Domain-Transition Graphs. Christer Bäckström |
| 2015 | Sorted Neighborhood for the Semantic Web. Mayank Kejriwal |
| 2015 | Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer's Disease. Shandian Zhe, Zenglin Xu, Yuan Qi, Peng Yu |
| 2015 | Sparse Deep Stacking Network for Image Classification. Jun Li, Heyou Chang, Jian Yang |
| 2015 | Spatio-Spectral Exploration Combining In Situ and Remote Measurements. David Ray Thompson, David Wettergreen, Greydon T. Foil, P. Michael Furlong, Anatha Ravi Kiran |
| 2015 | Spatio-Temporal Signatures of User-Centric Data: How Similar Are We? Samta Shukla, Aditya Telang, Salil Joshi, L. Venkata Subramaniam |
| 2015 | Spectral Clustering Using Multilinear SVD: Analysis, Approximations and Applications. Debarghya Ghoshdastidar, Ambedkar Dukkipati |
| 2015 | Spectral Label Refinement for Noisy and Missing Text Labels. Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang |
| 2015 | Spectral Learning of Predictive State Representations with Insufficient Statistics. Alex Kulesza, Nan Jiang, Satinder Singh |
| 2015 | Speech Adaptation in Extended Ambient Intelligence Environments. Bonnie J. Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David J. Atkinson, Micah Clark, William J. Clancey, Yorick Wilks, Eric Fosler-Lussier |
| 2015 | Splitting a Logic Program Revisited. Jianmin Ji, Hai Wan, Ziwei Huo, Zhenfeng Yuan |
| 2015 | Spontaneous Retrieval from Long-Term Memory for a Cognitive Architecture. Justin Li, John E. Laird |
| 2015 | Stable Feature Selection from Brain sMRI. Bo Xin, Lingjing Hu, Yizhou Wang, Wen Gao |
| 2015 | Stable Invitations. Hooyeon Lee, Yoav Shoham |
| 2015 | Stable Model Counting and Its Application in Probabilistic Logic Programming. Rehan Abdul Aziz, Geoffrey Chu, Christian J. Muise, Peter James Stuckey |
| 2015 | Steering Evolution Strategically: Computational Game Theory and Opponent Exploitation for Treatment Planning, Drug Design, and Synthetic Biology. Tuomas Sandholm |
| 2015 | Stochastic Blockmodeling for Online Advertising. Li Chen, Matthew Patton |
| 2015 | Stochastic Local Search for Satisfiability Modulo Theories. Andreas Fröhlich, Armin Biere, Christoph M. Wintersteiger, Youssef Hamadi |
| 2015 | Strategic Voting and Strategic Candidacy. Markus Brill, Vincent Conitzer |
| 2015 | Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism. Chen Hajaj, John P. Dickerson, Avinatan Hassidim, Tuomas Sandholm, David Sarne |
| 2015 | Strong Bounds Consistencies and Their Application to Linear Constraints. Christian Bessiere, Anastasia Paparrizou, Kostas Stergiou |
| 2015 | Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach. Alessandro Cimatti, Andrea Micheli, Marco Roveri |
| 2015 | Structural Learning with Amortized Inference. Kai-Wei Chang, Shyam Upadhyay, Gourab Kundu, Dan Roth |
| 2015 | Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base. Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei (Mark) Zhang, Yueting Zhuang |
| 2015 | Structured Sparsity with Group-Graph Regularization. Xin-Yu Dai, Jianbing Zhang, Shujian Huang, Jiajun Chen, Zhi-Hua Zhou |
| 2015 | Sub-Merge: Diving Down to the Attribute-Value Level in Statistical Schema Matching. Zhe Lim, Benjamin I. P. Rubinstein |
| 2015 | Submodular Surrogates for Value of Information. Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha S. Srinivasa, Andreas Krause |
| 2015 | Support Consistency of Direct Sparse-Change Learning in Markov Networks. Song Liu, Taiji Suzuki, Masashi Sugiyama |
| 2015 | Surpassing Human-Level Face Verification Performance on LFW with GaussianFace. Chaochao Lu, Xiaoou Tang |
| 2015 | Surveyor: A System for Generating Coherent Survey Articles for Scientific Topics. Rahul Jha, Reed Coke, Dragomir R. Radev |
| 2015 | Swiss-System Based Cascade Ranking for Gait-Based Person Re-Identification. Lan Wei, Yonghong Tian, Yaowei Wang, Tiejun Huang |
| 2015 | TDS+: Improving Temperature Discovery Search. Yeqin Zhang, Martin Müller |
| 2015 | TODTLER: Two-Order-Deep Transfer Learning. Jan Van Haaren, Andrey Kolobov, Jesse Davis |
| 2015 | Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing. Dawei Zhou, Jiebo Luo, Vincent M. B. Silenzio, Yun Zhou, Jile Hu, Glenn Currier, Henry A. Kautz |
| 2015 | Target-Dependent Churn Classification in Microblogs. Hadi Amiri, Hal Daumé III |
| 2015 | Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program. Noam Brown, Sam Ganzfried, Tuomas Sandholm |
| 2015 | Temporally Adaptive Restricted Boltzmann Machine for Background Modeling. Linli Xu, Yitan Li, Yubo Wang, Enhong Chen |
| 2015 | Tensor-Based Learning for Predicting Stock Movements. Qing Li, LiLing Jiang, Ping Li, Hsinchun Chen |
| 2015 | Tensor-Variate Restricted Boltzmann Machines. Tu Dinh Nguyen, Truyen Tran, Dinh Q. Phung, Svetha Venkatesh |
| 2015 | The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning. Charles Mathy, Nate Derbinsky, José Bento, Jonathan Rosenthal, Jonathan S. Yedidia |
| 2015 | The Complexity of Recognizing Incomplete Single-Crossing Preferences. Edith Elkind, Piotr Faliszewski, Martin Lackner, Svetlana Obraztsova |
| 2015 | The Dynamic Chinese Restaurant Process via Birth and Death Processes. Rui Huang, Fengyuan Zhu, Pheng-Ann Heng |
| 2015 | The Extendable-Triple Property: A New CSP Tractable Class beyond BTP. Philippe Jégou, Cyril Terrioux |
| 2015 | The Hybrid Nested/Hierarchical Dirichlet Process and its Application to Topic Modeling with Word Differentiation. Tengfei Ma, Issei Sato, Hiroshi Nakagawa |
| 2015 | The Network Data Repository with Interactive Graph Analytics and Visualization. Ryan A. Rossi, Nesreen K. Ahmed |
| 2015 | The Pricing War Continues: On Competitive Multi-Item Pricing. Omer Lev, Joel Oren, Craig Boutilier, Jeffrey S. Rosenschein |
| 2015 | The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits. Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popovic |
| 2015 | The Relative Expressiveness of Abstract Argumentation and Logic Programming. Hannes Strass |
| 2015 | The Utility of Text: The Case of Amicus Briefs and the Supreme Court. Yanchuan Sim, Bryan R. Routledge, Noah A. Smith |
| 2015 | The Winograd Schema Challenge: Evaluating Progress in Commonsense Reasoning. Leora Morgenstern, Charles L. Ortiz Jr. |
| 2015 | This Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction. Morteza Lahijanian, Shaull Almagor, Dror Fried, Lydia E. Kavraki, Moshe Y. Vardi |
| 2015 | Tighter Value Function Bounds for Bayesian Reinforcement Learning. Kanghoon Lee, Kee-Eung Kim |
| 2015 | Time-Sensitive Opinion Mining for Prediction. Wenting Tu, David Wai-Lok Cheung, Nikos Mamoulis |
| 2015 | Time-Varying Clusters in Large-Scale Flow Cytometry. Jeremy Hyrkas, Daniel Halperin, Bill Howe |
| 2015 | Topic Segmentation with an Ordering-Based Topic Model. Lan Du, John K. Pate, Mark Johnson |
| 2015 | Topical Word Embeddings. Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun |
| 2015 | Touchless Telerobotic Surgery - Is It Possible at All? Tian Zhou, Maria Eugenia Cabrera, Juan P. Wachs |
| 2015 | Toward Mobile Robots Reasoning Like Humans. Jean H. Oh, Arne Suppé, Felix Duvallet, Abdeslam Boularias, Luis E. Navarro-Serment, Martial Hebert, Anthony Stentz, Jerry Vinokurov, Oscar J. Romero, Christian Lebiere, Robert M. Dean |
| 2015 | Towards Cognitive Automation of Data Science. Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby M. Sow, Gerald Tesauro, Deepak S. Turaga |
| 2015 | Towards Knowledge-Driven Annotation. Yassine Mrabet, Claire Gardent, Muriel Foulonneau, Elena Simperl, Eric Ras |
| 2015 | Towards Optimal Solar Tracking: A Dynamic Programming Approach. Athanasios Aris Panagopoulos, Georgios Chalkiadakis, Nicholas Robert Jennings |
| 2015 | Towards Tractable and Practical ABox Abduction over Inconsistent Description Logic Ontologies. Jianfeng Du, Kewen Wang, Yi-Dong Shen |
| 2015 | Towards User-Adaptive Information Visualization. Cristina Conati, Giuseppe Carenini, Dereck Toker, Sébastien Lallé |
| 2015 | Towards a Programmer's Apprentice (Again). Howard Elliot Shrobe, Boris Katz, Randall Davis |
| 2015 | Tractability of Planning with Loops. Siddharth Srivastava, Shlomo Zilberstein, Abhishek Gupta, Pieter Abbeel, Stuart Russell |
| 2015 | Tractable Cost-Optimal Planning over Restricted Polytree Causal Graphs. Meysam Aghighi, Peter Jonsson, Simon Ståhlberg |
| 2015 | Tractable Interval Temporal Propositional and Description Logics. Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev |
| 2015 | Transaction Costs-Aware Portfolio Optimization via Fast Lowner-John Ellipsoid Approximation. Weiwei Shen, Jun Wang |
| 2015 | Transfer Feature Representation via Multiple Kernel Learning. Wei Wang, Hao Wang, Chen Zhang, Fanjiang Xu |
| 2015 | Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters. Wei Kuang, Laura E. Brown, Zhenlin Wang |
| 2015 | Transition Constraints for Parallel Planning. Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton, Abdul Sattar |
| 2015 | Trust Models for RDF Data: Semantics and Complexity. Valeria Fionda, Gianluigi Greco |
| 2015 | TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings. Guibing Guo, Jie Zhang, Neil Yorke-Smith |
| 2015 | Truthful Mechanisms without Money for Non-Utilitarian Heterogeneous Facility Location. Paolo Serafino, Carmine Ventre |
| 2015 | Two Weighting Local Search for Minimum Vertex Cover. Shaowei Cai, Jinkun Lin, Kaile Su |
| 2015 | UT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning. Patrick MacAlpine, Mike Depinet, Peter Stone |
| 2015 | Unidimensional Clustering of Discrete Data Using Latent Tree Models. April H. Liu, Leonard K. M. Poon, Nevin Lianwen Zhang |
| 2015 | Uniform Interpolation and Forgetting for ALC Ontologies with ABoxes. Patrick Koopmann, Renate A. Schmidt |
| 2015 | Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment. Haitham Bou-Ammar, Eric Eaton, Paul Ruvolo, Matthew E. Taylor |
| 2015 | Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation. Paul A. Szerlip, Gregory Morse, Justin K. Pugh, Kenneth O. Stanley |
| 2015 | Unsupervised Phrasal Near-Synonym Generation from Text Corpora. Dishan Gupta, Jaime G. Carbonell, Anatole Gershman, Steve Klein, David Miller |
| 2015 | Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser. Devendra Singh Chaplot, Pushpak Bhattacharyya, Ashwin Paranjape |
| 2015 | Using Description Logics for RDF Constraint Checking and Closed-World Recognition. Peter F. Patel-Schneider |
| 2015 | Using Frame Semantics for Knowledge Extraction from Twitter. Anders Søgaard, Barbara Plank, Héctor Martínez Alonso |
| 2015 | Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners. Shike Mei, Xiaojin Zhu |
| 2015 | Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter. Virgile Landeiro Dos Reis, Aron Culotta |
| 2015 | Using Qualitative Spatial Logic for Validating Crowd-Sourced Geospatial Data. Heshan Du, Hai H. Nguyen, Natasha Alechina, Brian Logan, Michael Jackson, John Goodwin |
| 2015 | Using Social Relationships to Control Narrative Generation. Julie Porteous, Fred Charles, Marc Cavazza |
| 2015 | V-MIN: Efficient Reinforcement Learning through Demonstrations and Relaxed Reward Demands. David Martínez Martínez, Guillem Alenyà, Carme Torras |
| 2015 | VELDA: Relating an Image Tweet's Text and Images. Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Yen Kan, Dongyuan Lu |
| 2015 | Value of Information Based on Decision Robustness. Suming Jeremiah Chen, Arthur Choi, Adnan Darwiche |
| 2015 | Value-Directed Compression of Large-Scale Assignment Problems. Tyler Lu, Craig Boutilier |
| 2015 | Variable-Deletion Backdoors to Planning. Martin Kronegger, Sebastian Ordyniak, Andreas Pfandler |
| 2015 | Variational Inference for Nonparametric Bayesian Quantile Regression. Sachinthaka Abeywardana, Fabio Ramos |
| 2015 | VecLP: A Realtime Video Recommendation System for Live TV Programs. Sheng Gao, Dai Zhang, Honggang Zhang, Chao Huang, Yongsheng Zhang, Jianxin Liao, Jun Guo |
| 2015 | Verification of Relational Multiagent Systems with Data Types. Diego Calvanese, Giorgio Delzanno, Marco Montali |
| 2015 | Verifying and Synthesising Multi-Agent Systems against One-Goal Strategy Logic Specifications. Petr Cermák, Alessio Lomuscio, Aniello Murano |
| 2015 | Visualization Techniques for Topic Model Checking. Jaimie Murdock, Colin Allen |
| 2015 | Visualizing Inference. Henry Lieberman, Joe Henke |
| 2015 | Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data. Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu |
| 2015 | Voting Rules As Error-Correcting Codes. Ariel D. Procaccia, Nisarg Shah, Yair Zick |
| 2015 | Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning. Dan Garrette, Chris Dyer, Jason Baldridge, Noah A. Smith |
| 2015 | What Is Hot in CHI. Wei Li |
| 2015 | What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions. Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2015 | What's Hot in Crowdsourcing and Human Computation. Jeffrey P. Bigham |
| 2015 | What's Hot in the SAT and ASP Competitions. Marijn Heule, Torsten Schaub |
| 2015 | When Suboptimal Rules. Avshalom Elmalech, David Sarne, Avi Rosenfeld, Eden Shalom Erez |
| 2015 | Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors. Jun Chen, Chaokun Wang, Jianmin Wang |
| 2015 | Word Segmentation for Chinese Novels. Likun Qiu, Yue Zhang |
| 2015 | World WordNet Database Structure: An Efficient Schema for Storing Information of WordNets of the World. Hanumant Harichandra Redkar, Sudha Baban Bhingardive, Diptesh Kanojia, Pushpak Bhattacharyya |
| 2015 | XPath for DL Ontologies. Egor V. Kostylev, Juan L. Reutter, Domagoj Vrgoc |
| 2015 | asprin: Customizing Answer Set Preferences without a Headache. Gerhard Brewka, James P. Delgrande, Javier Romero, Torsten Schaub |
| 2015 | tBurton: A Divide and Conquer Temporal Planner. David Wang, Brian Charles Williams |