| 2017 | 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017, Cancun, Mexico, December 18-21, 2017 Xue-wen Chen, Bo Luo, Feng Luo, Vasile Palade, M. Arif Wani |
| 2017 | A Cluster Analysis of Challenging Behaviors in Autism Spectrum Disorder. Elizabeth Stevens, Abigail Atchison, Laura Stevens, Esther Hong, Doreen Granpeesheh, Dennis Dixon, Erik Linstead |
| 2017 | A Hierarchical, Bulk-Synchronous Stochastic Gradient Descent Algorithm for Deep-Learning Applications on GPU Clusters. Guojing Cong, Onkar Bhardwaj |
| 2017 | A Hybrid Approach for Incorporating Deep Visual Features and Side Channel Information with Applications to AMD Detection. Arnaldo Horta, Neil Joshi, Michael J. Pekala, Katia D. Pacheco, Jun Kong, Neil M. Bressler, David E. Freund, Philippe Burlina |
| 2017 | A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations. Roozbeh Razavi-Far, Ehsan Hallaji, Mehrdad Saif, Luis Rueda |
| 2017 | A Learning Framework for Control-Oriented Modeling of Buildings. Javier Rubio-Herrero, Vikas Chandan, Charles Siegel, Abhinav Vishnu, Draguna L. Vrabie |
| 2017 | A Machine Learning Approach to Detecting Sensor Data Modification Intrusions in WBANs. Alexander Verner, Dany Butvinik |
| 2017 | A Machine Learning Tool for Supporting Advanced Knowledge Discovery from Chess Game Data. James A. Brown, Alfredo Cuzzocrea, Michael Kresta, Korbin D. L. Kristjanson, Carson K. Leung, Timothy W. Tebinka |
| 2017 | A Mask-Based Post Processing Approach for Improving the Quality and Intelligibility of Deep Neural Network Enhanced Speech. Babafemi O. Odelowo, David V. Anderson |
| 2017 | A Neural Network Approach to Derive the Horizontal Spaces in Typefaces. Ayantha Randika, Manjusri Ishwara Ellepola Wickramasinghe |
| 2017 | A New Approach to Segment Hemorrhagic Stroke in Computed Tomography via Optimum Path Snakes. Solon Alves Peixoto, Aldísio Gonçalves Medeiros, Antônio Carlos da Silva Barros, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho |
| 2017 | A New Framework for Fine Tuning of Deep Networks. M. Arif Wani, Saduf Afzal |
| 2017 | A Noise Prediction and Time-Domain Subtraction Approach to Deep Neural Network Based Speech Enhancement. Babafemi O. Odelowo, David V. Anderson |
| 2017 | A Novel Application of Naive Bayes Classifier in Photovoltaic Energy Prediction. Ramazan Bayindir, Mehmet Yesilbudak, Medine Colak, Naci Genç |
| 2017 | A Retrieval-Based Dialogue System Utilizing Utterance and Context Embeddings. Alexander Bartl, Gerasimos Spanakis |
| 2017 | A Review of Deep Learning Methods Applied on Load Forecasting. Abdulaziz Almalaq, George Edwards |
| 2017 | A Simple Neuro-Heuristic Computational Intelligence Algorithm for Thin Film Flow Equation Arising in Physical Models. Iftikhar Ahmad, Bushra Mukhtar, Kadir Kutlu, Farooq Ahmad |
| 2017 | A Spatio - Temporal Hedonic House Regression Model. Timothy Oladunni, Sharad Sharma, Raymond Tiwang |
| 2017 | ADL Classification Based on Autocorrelation Function of Inertial Signals. Walid Gomaa, Reda Elbasiony, Sara Ashry Mohammed |
| 2017 | Actively Discover Knowledge by Structural Risk Estimation. Weining Wu |
| 2017 | Adjusting Real-Time Mode Transitions via Genetic Algorithms. Gordon Chalmers, Shelby H. Funk |
| 2017 | Advanced ECHMM-Based Machine Learning Tools for Complex Big Data Applications. Alfredo Cuzzocrea, Enzo Mumolo, Gianni Viardo Vercelli |
| 2017 | Adventure Game with a Neural Network Controlled Non-playing Character. Michael Weeks, David Binnion, Andre Chase Randall, Vibhuti Patel |
| 2017 | An Empirical Study of Cross-Lingual Transfer Learning Techniques for Small-Footprint Keyword Spotting. Ming Sun, Andreas Schwarz, Minhua Wu, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni |
| 2017 | An Empirical Study of the Hidden Matrix Rank for Neural Networks with Random Weights. Pablo A. Henríquez, Gonzalo A. Ruz |
| 2017 | An Ensembled RBF Extreme Learning Machine to Forecast Road Surface Temperature. Bo Liu, Shuo Yan, Huanling You, Yan Dong, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu |
| 2017 | An Evolutionary Approach to General-Purpose Automated Speed and Lane Change Behavior. Carl-Johan Hoel, Mattias Wahde, Krister Wolff |
| 2017 | An Evolutionary Learning Approach to Self-configuring Image Pipelines in the Context of Carbon Fiber Fault Detection. Andreas Margraf, Anthony Stein, Leonhard Engstler, Steffen Geinitz, Jörg Hähner |
| 2017 | An Exploratory Study of Oral and Dental Health in Canada. Andrei Belcin, Sean Floyd, Areej Asiri, Herna L. Viktor |
| 2017 | An Investigation of How Neural Networks Learn from the Experiences of Peers Through Periodic Weight Averaging. Joshua Smith, Michael Gashler |
| 2017 | Analyzing Facebook Activities for Personality Recognition. Laleh Asadzadeh, Shahram Rahimi |
| 2017 | Anomaly Detection in Earth Dam and Levee Passive Seismic Data Using Multivariate Gaussian. Wendy Fisher, Blake Jackson, Tracy Camp, Valeria V. Krzhizhanovskaya |
| 2017 | Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis. Doyup Lee |
| 2017 | Anomaly Prediction Based on k-Means Clustering for Memory-Constrained Embedded Devices. Yuto Kitagawa, Tasuku Ishigoka, Takuya Azumi |
| 2017 | Ant Colony Optimization with Stepwise Localization of the Discrete Search Space to Solve Function Optimization Problems. Ryouei Takahashi, Yukihiro Nakamura |
| 2017 | Anytime Exploitation of Stragglers in Synchronous Stochastic Gradient Descent. Nuwan S. Ferdinand, Benjamin Gharachorloo, Stark C. Draper |
| 2017 | Application of Decision Trees for Detection of Student Dropout Profiles. Ricardo Timarán Pereira, Javier Caicedo Zambrano |
| 2017 | Applying Reinforcement Learning and Supervised Learning Techniques to Play Hearthstone. Ilya Kachalsky, Ilya Zakirzyanov, Vladimir Ulyantsev |
| 2017 | Attribute Assisted Interpretation Confidence Classification Using Machine Learning. Wolfgang Weinzierl |
| 2017 | Audio Signal Reconstruction Using Cartesian Genetic Programming Evolved Artificial Neural Network (CGPANN). Nadia Masood Khan, Gul Muhammad Khan |
| 2017 | Autoencoder-Enhanced Sum-Product Networks. Aaron W. Dennis, Dan Ventura |
| 2017 | Automated Behavioral Analysis of Malware: A Case Study of WannaCry Ransomware. Qian (Guenevere) Chen, Robert A. Bridges |
| 2017 | Automated Patent Classification Using Word Embedding. Mattyws F. Grawe, Claudia A. Martins, Andreia Gentil Bonfante |
| 2017 | Automatic Algorithm Recognition of Source-Code Using Machine Learning. Maged Shalaby, Tarek Mehrez, Amr El Mougy, Khalid Abdulnasser, Aysha Al-Safty |
| 2017 | Automatic Bitcoin Address Clustering. Dmitry Ermilov, Maxim Panov, Yury Yanovich |
| 2017 | Automatic Fault Diagnosis of Drills Using Artificial Neural Networks. Caleb Vununu, Ki-Ryong Kwon, Eung-Joo Lee, Kwang-Seok Moon, Suk-Hwan Lee |
| 2017 | Automatic Generation and Recommendation for API Mashups. Qinghan Xue, Lei Liu, Weipeng Chen, Mooi Choo Chuah |
| 2017 | Automatic Scoring of a Nonword Repetition Test. Meysam Asgari, Jan P. H. van Santen, Katina Papadakis |
| 2017 | Bayesian Networks for Inverse Inference in Manufacturing Bayesian Networks. Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Amol Joshi |
| 2017 | Bayesian Nonparametric Clustering of Patients with Advanced Cancer on Anxiety and Depression. Yuelin Li, Barry Rosenfeld, Hayley Pessin, William Breitbart |
| 2017 | Better Worst-Case Complexity Analysis of the Block Coordinate Descent Method for Large Scale Machine Learning. Ziqiang Shi, Rujie Liu |
| 2017 | Bias Discovery in News Articles Using Word Vectors. Anish Anil Patankar, Joy Bose |
| 2017 | Brace Treatment Monitoring Solution for Idiopathic Scoliosis Patients. Bhavani Anantapur Bache, Omar Iftikhar, Omid Dehzangi |
| 2017 | Catch It If You Can: Real-Time Network Anomaly Detection with Low False Alarm Rates. Georgios Kathareios, Andreea Anghel, Akos Mate, Rolf Clauberg, Mitch Gusat |
| 2017 | Classification of ECG Arrhythmia with Machine Learning Techniques. Halil-Ibrahim Bülbül, Nese Usta, Musa Yildiz |
| 2017 | Classification of Pollen Grain Images Based on an Ensemble of Classifiers. David Gutierrez Arias, Marcos Vinicius Mussel Cirne, Josimar Edinson Chire Saire, Hélio Pedrini |
| 2017 | Classification of UXO Using Convolutional Networks Trained on a Limited Dataset. Anderson Lebbad, Garrett M. Clayton, Chandrasekhar Nataraj |
| 2017 | Classification-Based Adaptive Web Scraper. Ujwal B. V. S, Bharat Gaind, Abhishek Kundu, Anusha Holla, Mukund Rungta |
| 2017 | Clustering Distributed Short Time Series with Dense Patterns. Josenildo Costa da Silva, Gustavo H. B. S. Oliveira, Stefano Lodi, Matthias Klusch |
| 2017 | Collaborative Filtering Based on the Latent Class Model for Attributes. Manabu Kobayashi, Kenta Mikawa, Masayuki Goto, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2017 | Comparing Transfer Learning and Traditional Learning Under Domain Class Imbalance. Karl R. Weiss, Taghi M. Khoshgoftaar |
| 2017 | Component Based Architecture for the Control of Crossing Regions in Railway Networks. Farooq Ahmad, Ayesha Sadiq, Ana María Martínez Enríquez, Aslam Muhammad, Muhammad Waqas Anwar, Usama Ujaz Bajwa, Mudasser Naseer, Sher Afzal Khan |
| 2017 | Computable Expert Knowledge in Computer Games. Kevin Fujii, Fushing Hsieh, Cho-Jui Hsieh |
| 2017 | Conformal Prediction Using Random Survival Forests. Henrik Boström, Lars Asker, Ram B. Gurung, Isak Karlsson, Tony Lindgren, Panagiotis Papapetrou |
| 2017 | Cybersecurity Automated Information Extraction Techniques: Drawbacks of Current Methods, and Enhanced Extractors. Robert A. Bridges, Kelly M. T. Huffer, Corinne L. Jones, Michael D. Iannacone, John R. Goodall |
| 2017 | DDoS Attack Modeling and Detection Using SMO. Salva Daneshgadeh, Nazife Baykal, Seyda Ertekin |
| 2017 | Deep Ensembles for Imbalanced Classification. Nataliia Kozlovskaia, Alexey Zaytsev |
| 2017 | Deep Learning Based Car Damage Classification. Kalpesh Patil, Mandar Kulkarni, Anand Sriraman, Shirish Karande |
| 2017 | Deep Learning Based Link Failure Mitigation. Shubham Khunteta, Ashok Kumar Reddy Chavva |
| 2017 | Deep Learning for Microalgae Classification. Iago Lourenço Correa, Paulo Drews Jr., Silvia S. C. Botelho, Marcio Silva de Souza, Virgínia Maria Tavano |
| 2017 | Deep Learning of Cell Classification Using Microscope Images of Intracellular Microtubule Networks. Aleksei Shpilman, Dmitry Boikiy, Marina Polyakova, Daniel Kudenko, Anton Burakov, Elena Nadezhdina |
| 2017 | Deep Mixture of Experts with Diverse Task Spaces. Jianping Fan, Tianyi Zhao, Zhenzhong Kuang, Zhou Yu, Jun Yu |
| 2017 | Deep Multi-camera People Detection. Tatjana Chavdarova, François Fleuret |
| 2017 | Deep Transductive Nonnegative Matrix Factorization for Speech Separation. Yalin Liu, Naiyang Guan, Jie Liu |
| 2017 | Deep Uncertainty Interpretation in Dyadic Human Activity Prediction. Maryam Ziaeefard, Robert Bergevin, Jean-François Lalonde |
| 2017 | DeepPositioning: Intelligent Fusion of Pervasive Magnetic Field and WiFi Fingerprinting for Smartphone Indoor Localization via Deep Learning. Wei Zhang, Rahul Sengupta, John Fodero, Xiaolin Li |
| 2017 | Detection of Exfiltration and Tunneling over DNS. Anirban Das, Min-Yi Shen, Madhu Shashanka, Jisheng Wang |
| 2017 | Direct Multiclass Boosting Using Base Classifiers' Posterior Probabilities Estimates. Mathias Bourel, Badih Ghattas |
| 2017 | Early Prediction of College Attrition Using Data Mining. Luiz Carlos Barbosa Martins, Rommel N. Carvalho, Ricardo S. Carvalho, Márcio de Carvalho Victorino, Maristela Holanda |
| 2017 | Efficient Deep Learning Model for Text Classification Based on Recurrent and Convolutional Layers. Abdalraouf Hassan, Ausif Mahmood |
| 2017 | Efficient Prediction of Dynamic Tariff in Smart Grid Using CGP Evolved Artificial Neural Networks. Gul Muhammad Khan, Rabia Arshad, Nadia Masood Khan |
| 2017 | Evaluating Non-personalized Single-Heuristic Active Learning Strategies for Collaborative Filtering Recommender Systems. Georges Chaaya, Elisabeth Métais, Jacques Bou Abdo, Raja Chiky, Jacques Demerjian, Kablan Barbar |
| 2017 | Evaluating the Use of Brazilian Companies' Financial Footnotes Texts for Debt Variation Prediction. Augusto Cesar Araujo Maeda, Ricardo Silva Carvalho, Rommel Novaes Carvalho |
| 2017 | Evaluation of Microgesture Recognition Using a Smartwatch. Sonu Agarwal, Sanjay Ghosh |
| 2017 | Evolving Adaptive Traffic Signal Controllers for a Real Scenario Using Genetic Programming with an Epigenetic Mechanism. Esteban Ricalde, Wolfgang Banzhaf |
| 2017 | Exploring the Impact of Clone Refactoring on Test Code Size in Object-Oriented Software. Mourad Badri, Linda Badri, Oussama Hachemane, Alexandre Ouellet |
| 2017 | Exposing Computer Generated Images by Eye's Region Classification via Transfer Learning of VGG19 CNN. Tiago J. Carvalho, Edmar R. S. De Rezende, Matheus T. P. Alves, Fernanda K. C. Balieiro, Ricardo B. Sovat |
| 2017 | EyeQual: Accurate, Explainable, Retinal Image Quality Assessment. Pedro Costa, Aurélio J. C. Campilho, Bryan Hooi, Asim Smailagic, Kris Kitani, Shenghua Liu, Christos Faloutsos, Adrian Galdran |
| 2017 | FIT-EVE&ADAM: Estimation of Velocity & Energy for Automated Diet Activity Monitoring. Junghyo Lee, Prajwal Paudyal, Ayan Banerjee, Sandeep K. S. Gupta |
| 2017 | Feature Extraction and K-means Clustering Approach to Explore Important Features of Urban Identity. Mei-Chih Chang, Peter Bús, Gerhard Schmitt |
| 2017 | Forecasting Domestic Hot Water Demand in Residential House Using Artificial Neural Networks. Alexandra Delorme-Costil, Jean Jacques Bezian |
| 2017 | Foreclosure Sale and House Value: Correlation or Causation? Timothy Oladunni, Sharad Sharma, Raymond Tiwang |
| 2017 | Forward Looking Sonar Scene Matching Using Deep Learning. Pedro Otávio Cardozo de Souza Ribeiro, Matheus Machado dos Santos, Paulo Lilles Jorge Drews Junior, Silvia Silva da Costa Botelho |
| 2017 | Generalized Convolutional Neural Networks for Point Cloud Data. Aleksandr Savchenkov, Andrew Davis, Xuan Zhao |
| 2017 | Geometrical Analysis of Machine Learning Security in Biometric Authentication Systems. Koosha Sadeghi, Ayan Banerjee, Javad Sohankar, Sandeep K. S. Gupta |
| 2017 | Google's Cloud Vision API is Not Robust to Noise. Hossein Hosseini, Baicen Xiao, Radha Poovendran |
| 2017 | Granular Computing with Compatibility Based Intuitionistic Fuzzy Rough Sets. Sibasis Bandyopadhyay, JingTao Yao, Yan Zhang |
| 2017 | HDLTex: Hierarchical Deep Learning for Text Classification. Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, Kiana Jafari Meimandi, Matthew S. Gerber, Laura E. Barnes |
| 2017 | HWBI : Health and Well-Being Index. A Neural Network Based Index Which Quantifies the Cumulative Impact of Lifestyle Habits on Personal Health and Well-Being and Demonstration of Its Application in Managing the Risk of Diabetes. Yesoda Bhargava, Raj Roy |
| 2017 | Histogram-Based Asymmetric Relabeling for Learning from Only Positive and Unlabeled Data. Tom Arjannikov, George Tzanetakis |
| 2017 | Home Appliance Energy Disaggregation Using Low Frequency Data and Machine Learning Classifiers. Yan Gao, Alan Schay, Daqing Hou, Jorge Ortiz |
| 2017 | Human Action Recognition Based on a Two-stream Convolutional Network Classifier. Vinícius de Oliveira Silva, Flavio de Barros Vidal, Alexandre Ricardo Soares Romariz |
| 2017 | Human Action Recognition Using Optical Flow and Convolutional Neural Networks. Marco Wrzalik, Dirk Krechel |
| 2017 | Human Action Recognition from Body-Part Directional Velocity Using Hidden Markov Models. Sid Ahmed Walid Talha, Anthony Fleury, Sebastien Ambellouis |
| 2017 | Human Motion Trajectory Analysis Based Video Summarization. Muhammad Ajmal, Mudasser Naseer, Farooq Ahmad, Asma Saleem |
| 2017 | Identifying Anomalies in Parliamentary Expenditures of Brazilian Chamber of Deputies with Deep Autoencoders. Thiago Alencar Gomes, Rommel Novaes Carvalho, Ricardo Silva Carvalho |
| 2017 | Image Analysis Tool with Laws' Masks to Bone Texture. Norma Ramírez Hernández, Maria Citlalli Hernandez Escareno, Juan Rodolfo Maestre Rendon |
| 2017 | Incomplete Dot Products for Dynamic Computation Scaling in Neural Network Inference. Bradley McDanel, Surat Teerapittayanon, H. T. Kung |
| 2017 | Incremental Dynamic Search Solver. Ali Hmer, Malek Mouhoub |
| 2017 | Incremental Open Set Intrusion Recognition Using Extreme Value Machine. James Henrydoss, Steve Cruz, Ethan M. Rudd, Manuel Günther, Terrance E. Boult |
| 2017 | Inferring Time when People Visit a Location Using Social Network Data. Md. Moniruzzaman, Ken Barker |
| 2017 | Integrated Framework for Improving Large-Scale Hierarchical Classification. Azad Naik, Huzefa Rangwala |
| 2017 | Integrating Prior Knowledge into Deep Learning. Michelangelo Diligenti, Soumali Roychowdhury, Marco Gori |
| 2017 | Learning Antecedent Structures for Event Coreference Resolution. Jing Lu, Vincent Ng |
| 2017 | Learning Effective Query Management Strategies from Big Data. Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese |
| 2017 | Learning Long-Term Situation Prediction for Automated Driving. Stefan Hoermann, Martin Bach, Klaus Dietmayer |
| 2017 | Learning Robust Video Synchronization without Annotations. Patrick Wieschollek, Ido Freeman, Hendrik P. A. Lensch |
| 2017 | Learning to Coordinate with Deep Reinforcement Learning in Doubles Pong Game. Elhadji Amadou Oury Diallo, Ayumi Sugiyama, Toshiharu Sugawara |
| 2017 | Lecture Vdeo Indexing Using Boosted Margin Maximizing Neural Networks. Di Ma, Xi Zhang, Xu Ouyang, Gady Agam |
| 2017 | Machine Learning Methods Used in Evaluations of Secure Biometric System Components. Bilgehan Arslan, Mehtap Ülker, Seref Sagiroglu |
| 2017 | Machine Learning Methods for 1D Ultrasound Breast Cancer Screening. Neil Joshi, Seth Billings, Erika Schwartz, Susan C. Harvey, Philippe Burlina |
| 2017 | Machine Learning in Appearance-Based Robot Self-Localization. Alexander P. Kuleshov, Alexander Bernstein, Evgeny Burnaev, Yury Yanovich |
| 2017 | Malicious Software Classification Using Transfer Learning of ResNet-50 Deep Neural Network. Edmar R. S. De Rezende, Guilherme C. S. Ruppert, Tiago J. Carvalho, Fabio Ramos, Paulo L. de Geus |
| 2017 | MapReduce Based Classification for Fault Detection in Big Data Applications. M. Omair Shafiq, Maryam Fekri, Rami Ibrahim |
| 2017 | Medicare Fraud Detection Using Machine Learning Methods. Richard A. Bauder, Taghi M. Khoshgoftaar |
| 2017 | Mitigating IoT-based Cyberattacks on the Smart Grid. Yasin Yilmaz, Suleyman Uludag |
| 2017 | Mixed Type Multi-attribute Pairwise Comparisons Learning. Nunung Nurul Qomariyah, Dimitar Kazakov |
| 2017 | Model Guided Deep Learning Approach Towards Prediction of Physical System Behavior. Subhasish Das, Anurag Agrawal, Ayan Banerjee, Sandeep K. S. Gupta |
| 2017 | Modeling Over-Dispersion for Network Data Clustering. Lu Wang, Dongxiao Zhu, Ming Dong, Yan Li |
| 2017 | Modeling a Classifier for Solving Safety-Critical Binary Classification Tasks. Ibrahim Alagöz, Thomas Hoiss, Reinhard German |
| 2017 | Modelling of Fuzzy Logic Controller of a Maximum Power Point Tracker Based on Artificial Neural Network. Rabah Benkercha, Samir Moulahoum, Ilhami Colak |
| 2017 | Monitoring Health Changes in Congestive Heart Failure Patients Using Wearables and Clinical Data. Robert Fisher, Asim Smailagic, George Sokos |
| 2017 | Multidisciplinary Optimization in Decentralized Reinforcement Learning. Thanh Nguyen, Snehasis Mukhopadhyay |
| 2017 | Multilabel Classification with Weighted Labels Using Learning Classifier Systems. Shabnam Nazmi, Mohammad Razeghi-Jahromi, Abdollah Homaifar |
| 2017 | Multiple Kernel Learning Using Sparse Representation. Nicholas Klausner, Mahmood R. Azimi-Sadjadi |
| 2017 | Multiple Kernel Representation Learning for WiFi-Based Human Activity Recognition. Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos |
| 2017 | Multistep-ahead Streamflow and Reservoir Level Prediction Using ANNs for Production Planning in Hydroelectric Stations. Jorge Hernandez-Ambato, Gabriel Asqui-Santillan, Alberto Arellano, Carlos Cunalata |
| 2017 | NMF-Based Label Space Factorization for Multi-label Classification. Mohammad Firouzi, Mahmood Karimian, Mahdieh Soleymani |
| 2017 | Novel Trends in Scaling Up Machine Learning Algorithms. Noel Lopes, Bernardete Ribeiro |
| 2017 | OP-DCI: A Riskless K-Means Clustering for Influential User Identification in MOOC Forum. Xiangyu Hou, Chi-Un Lei, Yu-Kwong Kwok |
| 2017 | On Classifying Facial Races with Partial Occlusions and Pose Variations. Tarik K. Alafif, Zeyad Hailat, Melih S. Aslan, Xue-wen Chen |
| 2017 | On the Impacts of Noise from Group-Based Label Collection for Visual Classification. Maggie B. Wigness, Steven Gutstein |
| 2017 | On the Limitation of Convolutional Neural Networks in Recognizing Negative Images. Hossein Hosseini, Baicen Xiao, Mayoore Jaiswal, Radha Poovendran |
| 2017 | Online Structure-Search for Sum-Product Networks. Aaron W. Dennis, Dan Ventura |
| 2017 | Parametric Exponential Linear Unit for Deep Convolutional Neural Networks. Ludovic Trottier, Philippe Giguère, Brahim Chaib-draa |
| 2017 | Performance Comparison of Algorithms for Movie Rating Estimation. Alper Köse, Can Kanbak, Noyan Evirgen |
| 2017 | Performance and Security Strength Trade-Off in Machine Learning Based Biometric Authentication Systems. Koosha Sadeghi, Ayan Banerjee, Javad Sohankar, Sandeep K. S. Gupta |
| 2017 | Predicting Hotel Bookings Cancellation with a Machine Learning Classification Model. Nuno Antonio, Ana de Almeida, Luís Nunes |
| 2017 | Predicting Psychosis Using the Experience Sampling Method with Mobile Apps. Daniel Stamate, Andrea Katrinecz, Wajdi Alghamdi, Daniel Stahl, Philippe Delespaul, Jim van Os, Sinan Guloksuz |
| 2017 | Predicting Waiting Time Overflow on Bank Teller Queues. Ricardo Silva Carvalho, Rommel Novaes Carvalho, Guilherme Novaes Ramos, Roberto Nunes Mourão |
| 2017 | Predicting Waiting Times in Radiation Oncology Using Machine Learning. A. Joseph, Tarek Hijal, John Kildea, Laurie J. Hendren, David Herrera |
| 2017 | Prediction of Power Grid Failure Using Neural Network Learning. Carmen Haseltine, Eman El-Sheikh Eman |
| 2017 | Predictive Modelling Strategies to Understand Heterogeneous Manifestations of Asthma in Early Life. Danielle Belgrave, Rachel Cassidy, Daniel Stamate, Adnan Custovic, Louise Fleming, Andrew Bush, Sejal Saglani |
| 2017 | Predictive Models of Hard Drive Failures Based on Operational Data. Nicolas Aussel, Samuel Jaulin, Guillaume Gandon, Yohan Petetin, Eriza Fazli, Sophie Chabridon |
| 2017 | Privacy Preserving Record Linkage Using MetaSoundex Algorithm. Keerthi Koneru, Cihan Varol |
| 2017 | Privacy Setting Recommendation for Image Sharing. Jun Yu, Zhenzhong Kuang, Zhou Yu, Dan Lin, Jianping Fan |
| 2017 | Putting Self-Supervised Token Embedding on the Tables. Marc Szafraniec, Gautier Marti, Philippe Donnat |
| 2017 | RBF-FIRMLP Architecture for Digit Recognition. Cristinel Codrescu |
| 2017 | Railway Incident Ranking with Machine Learning. Evgeni Bikov, Pavel Boyko, Evgeny Sokolov, Dmitry Yarotsky |
| 2017 | Rank Learning by Ordinal Gerrymandering. Stefano Fenu, Christopher J. Rozell |
| 2017 | Real-Time Patient Adaptivity for Freezing of Gait Classification Through Semi-Supervised Neural Networks. Val Mikos, Chun-Huat Heng, Arthur Tay, Nicole Shuang Yu Chia, Karen Koh Mui Ling, Dawn May Leng Tan, Wing Lok Au |
| 2017 | Realistic Traffic Generation for Web Robots. Kyle Brown, Derek Doran |
| 2017 | Recognition of Acoustic Events Using Masked Conditional Neural Networks. Fady Medhat, David Chesmore, John Robinson |
| 2017 | Recognition of Dynamic Hand Gestures from 3D Motion Data Using LSTM and CNN Architectures. Chinmaya R. Naguri, Razvan C. Bunescu |
| 2017 | Recognition of Human Activities Using Fast and Adaptive Sparse Representation Based on Wearable Sensors. Long Cheng, Yiyi Yu, Xinyang Liu, Jinyu Su, Yani Guan |
| 2017 | Relevancy Ranking of User Recommendations of Services Based on Browsing Patterns. Suresh Kumar Gudla, Joy Bose, Venugopal Gajam, Srinath Srinivasa |
| 2017 | Reverse Engineering Regulatory Networks in Cells Using a Dynamic Bayesian Network and Mutual Information Scoring Function. Haodi Jiang, Turki Turki, Jason T. L. Wang |
| 2017 | RobustSPAM for Inference from Noisy Longitudinal Data and Preservation of Privacy. Anna Palczewska, Jan Palczewski, Georgios Aivaliotis, Lukasz Kowalik |
| 2017 | SUBIC: A Supervised Bi-Clustering Approach for Precision Medicine. Milad Zafar Nezhad, Dongxiao Zhu, Najibesadat Sadati, Kai Yang, Phillip Levi |
| 2017 | Schemes for Labeling Semantic Code Clones using Machine Learning. Abdullah Sheneamer, Hanan Hazazi, Swarup Roy, Jugal Kalita |
| 2017 | Semi-Automated Segmentation of Glioblastomas in Brain MRI Using Machine Learning Techniques. Naomi Joseph, Parita Sanghani, Hongliang Ren |
| 2017 | Sequential Inverse Approximation of a Regularized Sample Covariance Matrix. Tomer Lancewicki |
| 2017 | Solar Radiation Prediction Improvement Using Weather Forecasts. Sam Sanders, Chris Barrick, Frederick W. Maier, Khaled Rasheed |
| 2017 | Stacking Methods for Hierarchical Classification. Felipe Kenji Nakano, Saulo Martiello Mastelini, Sylvio Barbon, Ricardo Cerri |
| 2017 | Stochastic Primal-Dual Method on Riemannian Manifolds of Bounded Sectional Curvature. Masoud Badiei Khuzani, Na Li |
| 2017 | Strength Training: A Fitness Application for Indoor Based Exercise Recognition and Comfort Analysis. Dipankar Das, Shiva Murthy Busetty, Vishal Bharti, Prakhyath Kumar Hegde |
| 2017 | Structured Causal Inference for Rare Events: An Industrial Application to Analyze Heating-Cooling Device Failure. Pranjul Yadav, Unmesh Kurup, Mohak Shah |
| 2017 | Student Retention Pattern Prediction Employing Linguistic Features Extracted from Admission Application Essays. Mitsunori Ogihara, Gang Ren |
| 2017 | Subject-Dependent SSVEP Identification Using GMM Training and Adaptation. Omid Dehzangi, Muhamed Farooq |
| 2017 | Supervised Machine Learning Based Surface Inspection by Synthetizing Artificial Defects. Matthias Haselmann, Dieter Gruber |
| 2017 | Support Vector Regression for Predicting the Enhancement Duration of Software Projects. Cuauhtémoc López Martín, Shadi Banitaan, Andrés García-Floriano, Cornelio Yáñez-Márquez |
| 2017 | Surface Roughness Discrimination Using Unsupervised Machine Learning Algorithms. Longhui Qin, Yilei Zhang |
| 2017 | Text Classification Using Hierarchical Sparse Representation Classifiers. Neeraj Sharma, Aroor Dinesh Dileep, Veena Thenkanidiyoor |
| 2017 | The Effect of Communication on Noncooperative Multiplayer Multi-armed Bandit Problems. Noyan Evirgen, Alper Köse |
| 2017 | Thyme: Improving Smartphone Prompt Timing Through Activity Awareness. Samaneh Aminikhanghahi, Ramin Fallahzadeh, Matthew Sawyer, Diane J. Cook, Lawrence B. Holder |
| 2017 | Time-Sensitive Adaptation of Regularization Strength of Recurrent Neural Networks for Accurate Learning. Kangil Kim |
| 2017 | Time-Sensitive Behavior Prediction in a Health Social Network. Amnay Amimeur, NhatHai Phan, Dejing Dou, David Kil, Brigitte Piniewski |
| 2017 | Towards Self-Learning Optical Music Recognition. Alexander Pacha, Horst Eidenberger |
| 2017 | Transfer Learning for Large Scale Data Using Subspace Alignment. Nassara Elhadji-Ille-Gado, Edith Grall-Maës, Malika Kharouf |
| 2017 | Tree-Structured Curriculum Learning Based on Semantic Similarity of Text. Sanggyu Han, Sung-Hyon Myaeng |
| 2017 | Two-phase Parallel Learning to Identify Similar Structures Among Relational Databases. Debora G. Reis, Rommel N. Carvalho, Ricardo S. Carvalho, Marcelo Ladeira |
| 2017 | Understading Image Restoration Convolutional Neural Networks with Network Inversion. Églen Protas, José Douglas Bratti, Joel D. O. Gaya, Paulo Drews Jr., Silvia S. C. Botelho |
| 2017 | Unsupervised Anomaly Detection for Digital Radio Frequency Transmissions. Michael Walton, Maurice Ayache, Logan Straatemeier, Daniel Gebhardt, Benjamin Migliori |
| 2017 | UoI-NMF Cluster: A Robust Nonnegative Matrix Factorization Algorithm for Improved Parts-Based Decomposition and Reconstruction of Noisy Data. Shashanka Ubaru, Kesheng Wu, Kristofer E. Bouchard |
| 2017 | Use of Machine Learning for Detection of Unaware Facial Recognition Without Individual Training. Christopher Bellman, Miguel Vargas Martin |
| 2017 | Using Short URLs in Tweets to Improve Twitter Opinion Mining. Andrei Pavel, Vasile Palade, Rahat Iqbal, Diana Hintea |
| 2017 | Wearable Motion Sensor Based Analysis of Swing Sports. Akash Anand, Manish Sharma, Rupika Srivastava, Lakshmi Kaligounder, Divya Prakash |