| 2015 | 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, Campus des Cordeliers, Paris, France, October 19-21, 2015 |
| 2015 | A combination of CUSUM-EWMA for Anomaly Detection in time series data. Vyron Christodoulou, Yaxin Bi |
| 2015 | A context-aware approach to detection of short irrelevant texts. Sihong Xie, Jing Wang, Mohammad Shafkat Amin, Baoshi Yan, Anmol Bhasin, Clement T. Yu, Philip S. Yu |
| 2015 | A data-driven analytics approach in the study of pneumonia's fatalities. Maribel Yasmina Santos, António Carvalheira, Artur Teles de Araújo |
| 2015 | A fusion-based approach for user activities recognition on smart phones. Gunarto Sindoro Njoo, Xiao Wen Ruan, Kuo-Wei Hsu, Wen-Chih Peng |
| 2015 | A mining based approach for efficient enumeration of algebraic structures. Majid Ali Khan, Mohammad Nazeeruddin, Shahabuddin Muhammad, Asif Ali |
| 2015 | A mixture model clustering approach for temporal passenger pattern characterization in public transport. Anne-Sarah Briand, Etienne Côme, Mohamed Khalil El Mahrsi, Latifa Oukhellou |
| 2015 | A model-based approach for identifying spammers in social networks. Farnoosh Fathaliani, Mohamed Bouguessa |
| 2015 | A new consensus function based on dual-similarity measurements for clustering ensemble. Tahani Alqurashi, Wenjia Wang |
| 2015 | A ranking-based approach for hierarchical classification. Azad Naik, Huzefa Rangwala |
| 2015 | A talent management tool using propensity to leave analytics. Karthikeyan Natesan Ramamurthy, Moninder Singh, Yichong Yu, Jessica Aspis, Matthew Iames, Michael Peran, Qin S. Held |
| 2015 | A text block context informations based multiple Web contents extraction. Wonmoon Song, Myungwon Kim |
| 2015 | A unifying model for representing time-varying graphs. Klaus Wehmuth, Artur Ziviani, Eric Fleury |
| 2015 | An accurate rating aggregation method for generating item reputation. Ahmad Abdel-Hafez, Yue Xu, Audun Jøsang |
| 2015 | An approach to cover more advertisers in Adwords. Amar Budhiraja, P. Krishna Reddy |
| 2015 | An effective and economic bi-level approach to ranking and rating spam detection. Sihong Xie, Qingbo Hu, Jingyuan Zhang, Philip S. Yu |
| 2015 | An ensemble of machine learning and anti-learning methods for predicting tumour patient survival rates. Christopher M. Roadknight, Durga Suryanarayanan, Uwe Aickelin, John Scholefield, Lindy Durrant |
| 2015 | An unsupervised attribute clustering algorithm for unsupervised feature selection. Pei-Yuan Zhou, Keith C. C. Chan |
| 2015 | Anomaly detection in ECG time signals via deep long short-term memory networks. Sucheta Chauhan, Lovekesh Vig |
| 2015 | Assistive classification for improving the efficiency of avian species richness surveys. Liang Zhang, Michael W. Towsey, Philip Eichinski, Jinglan Zhang, Paul Roe |
| 2015 | Behavioral entropy and profitability in retail. Riccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli |
| 2015 | Beyond two-sample-tests: Localizing data discrepancies in high-dimensional spaces. Frédéric Cazals, Alix Lheritier |
| 2015 | Big data from cellular networks: How to estimate energy demand at real-time. Davide Tosi, Stefano Marzorati, Mario La Rosa, Giovanna Dondossola, Roberta Terruggia |
| 2015 | Calibration of One-Class SVM for MV set estimation. Albert Thomas, Vincent Feuillard, Alexandre Gramfort |
| 2015 | Cascading adverse drug event detection in electronic health records. Jing Zhao, Aron Henriksson, Henrik Boström |
| 2015 | Characterizing chronic disease and polymedication prescription patterns from electronic health records. Martí Zamora, Manel Baradad, Ester Amado, Silvia Cordomi, Esther Limon, Juliana Ribera, Marta Arias, Ricard Gavaldà |
| 2015 | Classification with a reject option under Concept Drift: The Droplets algorithm. Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki |
| 2015 | Cluster-based data oriented hashing. Sanaa Chafik, Imane Daoudi, Mounim A. El-Yacoubi, Hamid El Ouardi |
| 2015 | Cohesion based co-location pattern mining. Cheng Zhou, Boris Cule, Bart Goethals |
| 2015 | Compression rate distance measure for time series. Vo Thanh Vinh, Duong Tuan Anh |
| 2015 | Constrained independence for detecting interesting patterns. Thomas Delacroix, Ahcene Boubekki, Philippe Lenca, Stéphane Lallich |
| 2015 | Constrained spectral clustering for regionalization: Exploring the trade-off between spatial contiguity and landscape homogeneity. Shuai Yuan, Pang-Ning Tan, Kendra Spence Cheruvelil, Sarah M. Collins, Patricia A. Soranno |
| 2015 | Context weight considered for implicit feature extracting. Jie Chen, Li Sun, Yingli Peng, Yun Huang |
| 2015 | Data science foundry for MOOCs. Sebastien Boyer, Ben U. Gelman, Benjamin Schreck, Kalyan Veeramachaneni |
| 2015 | Data-driven semantic concept analysis for automatic actionable ontology design. Olga Tushkanova, Vladimir Gorodetsky |
| 2015 | Debate on political reforms in Twitter: A hashtag-driven analysis of political polarization. Mirko Lai, Cristina Bosco, Viviana Patti, Daniela Virone |
| 2015 | Deep feature synthesis: Towards automating data science endeavors. James Max Kanter, Kalyan Veeramachaneni |
| 2015 | Design of an NGS MicroRNA predictor using multilayer hierarchical MapReduce framework. Ren-Hao Pan, Lin-Yu Tseng, I-En Liao, Chien-Lung Chan, K. Robert Lai, Kai-Biao Lin |
| 2015 | Detecting human emotion via speech recognition by using speech spectrogram. Sathit Prasomphan |
| 2015 | Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers. Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina |
| 2015 | Detection, tracking, and visualization of spatial event clusters for real time monitoring. Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz |
| 2015 | Discovering and tracking influencer-influencee relationships between online communities. Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang |
| 2015 | Discovering characterizing regions for consumer products. Shashwat Mishra, Vincent Leroy, Sihem Amer-Yahia |
| 2015 | Document similarity analysis via involving both explicit and implicit semantic couplings. Qianqian Chen, Liang Hu, Jia Xu, Wei Liu, Longbing Cao |
| 2015 | Duration models for activity recognition and prediction in buildings using Hidden Markov Models. Antonio Ridi, Nikos Zarkadis, Christophe Gisler, Jean Hennebert |
| 2015 | Dynamics of multi-campaign propagation in online social networks. M. Thejaswi, Sriniketh Vijayaraghavan, Avinash Das, P. Santhi Thilagam |
| 2015 | EXP3 with drift detection for the switching bandit problem. Robin Allesiardo, Raphaël Féraud |
| 2015 | Efficient metric learning for the analysis of motion data. Babak Hosseini, Barbara Hammer |
| 2015 | Ensemble of deep long short term memory networks for labelling origin of replication sequences. Urminder Singh, Sucheta Chauhan, A. Krishnamachari, Lovekesh Vig |
| 2015 | Error detection of oceanic observation data using sequential labeling. Satoshi Ono, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda |
| 2015 | Evaluating and predicting energy consumption of data mining algorithms on mobile devices. Carmela Comito, Domenico Talia |
| 2015 | Exploiting big data in time series forecasting: A cross-sectional approach. Claudio Hartmann, Martin Hahmann, Wolfgang Lehner, Frank Rosenthal |
| 2015 | Exploiting feature relationships towards stable feature selection. Iman Kamkar, Sunil Kumar Gupta, Dinh Q. Phung, Svetha Venkatesh |
| 2015 | FactorBase : Multi-relational model learning with SQL all the way. Zhensong Qian, Oliver Schulte |
| 2015 | Fast and user-friendly non-linear principal manifold learning by method of elastic maps. Alexander N. Gorban, Andrei Yu. Zinovyev |
| 2015 | Financial crisis and global market couplings. Wei Cao, Yves Demazeau, Longbing Cao, Weidong Zhu |
| 2015 | From one star to three stars: Upgrading legacy open data using crowdsourcing. Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima |
| 2015 | Hermessem: A semantic-aware framework for the management and analysis of our LifeSteps. Nikos Pelekis, Stylianos Sideridis, Yannis Theodoridis |
| 2015 | Hierarchical label partitioning for large scale classification. Raphaël Puget, Nicolas Baskiotis |
| 2015 | Hot spot detection - An interactive cluster heat map for sentiment analysis. Patrick Hennig, Philipp Berger, Maximilian Brehm, Bastien Grasnick, Jonathan Herdt, Christoph Meinel |
| 2015 | Human judgments in hiring decisions based on online social network profiles. Yoram Bachrach |
| 2015 | IOHMM for location prediction with missing data. Jiawei Hu, Yanfeng Wang, Ya Zhang |
| 2015 | IQ4EC: Intensional answers as a support to exploratory computing. Mirjana Mazuran, Elisa Quintarelli, Letizia Tanca |
| 2015 | Improved algorithms for exact and approximate boolean matrix decomposition. Yuan Sun, Shiwei Ye, Yi Sun, Tsunehiko Kameda |
| 2015 | Improved approach for protein function prediction by exploiting prominent proteins. D. Satheesh Kumar, P. Krishna Reddy |
| 2015 | Improved risk predictions via sparse imputation of patient conditions in electronic medical records. Budhaditya Saha, Sunil Gupta, Svetha Venkatesh |
| 2015 | Information preserving and locally isometric&conformal embedding via Tangent Manifold Learning. Alexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich |
| 2015 | Integrating spatial information into probabilistic relational models. Rajani Chulyadyo, Philippe Leray |
| 2015 | Interactive exploration over RDF data using formal concept analysis. Mehwish Alam, Amedeo Napoli |
| 2015 | LDA based semi-supervised learning from streaming short text. Ji-De Chen, Hung-Yu Kao |
| 2015 | Label noise correction methods. Bryce Nicholson, Jing Zhang, Victor S. Sheng, Zhiheng Wang |
| 2015 | Learning better while sending less: Communication-efficient online semi-supervised learning in client-server settings. Han Xiao, Shou-De Lin, Mi-Yen Yeh, Phillip B. Gibbons, Claudia Eckert |
| 2015 | Learning from missing data using selection bias in movie recommendation. Claire Vernade, Olivier Cappé |
| 2015 | Learning hyperparameter optimization initializations. Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme |
| 2015 | Learning urban users' choices to improve trip recommendations. Boris Chidlovskii |
| 2015 | MIAT: A novel attribute selection approach to better predict upper gastrointestinal cancer. Avi Rosenfeld, David G. Graham, Rifat A. Hamoudi, Rommel Butawan, Victor Eneh, Saif Khan, Haroon Miah, Mahesan Niranjan, Laurence B. Lovat |
| 2015 | MapReduce-based k-prototypes clustering method for big data. Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi |
| 2015 | Matrix factorization approach to behavioral mode analysis from acceleration data. Yehezkel S. Resheff, Shay Rotics, Ran Nathan, Daphna Weinshall |
| 2015 | Mining actionable combined patterns of high utility and frequency. Jingyu Shao, Junfu Yin, Wei Liu, Longbing Cao |
| 2015 | Mining high-utility itemsets with various discount strategies. Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng |
| 2015 | Mining relationships in learning-oriented social networks. Maria Estrella Sousa-Vieira, José C. López-Ardao, Manuel Fernández-Veiga, Miguel Rodríguez-Pérez, Cándido López-García |
| 2015 | Modeling heterogeneous clinical sequence data in semantic space for adverse drug event detection. Aron Henriksson, Jing Zhao, Henrik Boström, Hercules Dalianis |
| 2015 | Modeling recurrent distributions in streams using possible worlds. Michael Geilke, Andreas Karwath, Stefan Kramer |
| 2015 | Modeling temporal dependencies in data using a DBN-LSTM. Raunaq Vohra, Kratarth Goel, Jajati Keshari Sahoo |
| 2015 | Monitoring the Twitter sentiment during the Bulgarian elections. Jasmina Smailovic, Janez Kranjc, Miha Grcar, Martin Znidarsic, Igor Mozetic |
| 2015 | Multi-class learning using data driven ECOC with deep search and re-balancing. Nathalie Japkowicz, Vincent Barnabe-Lortie, Shawn Horvatic, Jie Zhou |
| 2015 | Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II). Abdul Wahid, Xiaoying Gao, Peter Andreae |
| 2015 | Multi-target regression from high-speed data streams with adaptive model rules. João Duarte, João Gama |
| 2015 | Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomes. Che Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Daryl J. Kor, Jyotishman Pathak |
| 2015 | Multifactorial uncertainty assessment for monitoring population abundance using computer vision. Emma Beauxis-Aussalet, Lynda Hardman |
| 2015 | Nonparametric discovery of online mental health-related communities. Bo Dao, Thin Nguyen, Svetha Venkatesh, Dinh Q. Phung |
| 2015 | On-line detection of continuous changes in stochastic processes. Kohei Miyaguchi, Kenji Yamanishi |
| 2015 | P-N-RMiner: A generic framework for mining interesting structured relational patterns. Jefrey Lijffijt, Eirini Spyropoulou, Bo Kang, Tijl De Bie |
| 2015 | Patient classification based on expanded query using 5-gram collocation and binary tree. Jaya Sil, Indrani Bhattacharya |
| 2015 | Predicting online video engagement using clickstreams. Everaldo Aguiar, Saurabh Nagrecha, Nitesh V. Chawla |
| 2015 | Predictive reliability mining for early warnings in populations of connected machines. Karamjit Singh, Gautam Shroff, Puneet Agarwal |
| 2015 | Profit maximizing logistic regression modeling for customer churn prediction. Eugen Stripling, Seppe vanden Broucke, Katrien Antonio, Bart Baesens, Monique Snoeck |
| 2015 | Quantification in social networks. Letizia Milli, Anna Monreale, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti, Fabrizio Sebastiani |
| 2015 | RIMM: A novel map matching model with rotational invariance. Junpeng Bao, Qian Cao, Yuepeng Zhang, Jun Zeng, De Zhang |
| 2015 | Random walk based context-aware activity recommendation for location based social networks. Hakan Bagci, Pinar Karagoz |
| 2015 | Random-shapelet: An algorithm for fast shapelet discovery. Xavier Renard, Maria Rifqi, Walid Erray, Marcin Detyniecki |
| 2015 | Relational active learning for link-based classification. Luke K. McDowell |
| 2015 | Scalable extraction of timeline information from road traffic data using MapReduce. Ardi Imawan, Fadhilah Kurnia Putri, Seonga An, Han-You Jeong, Joonho Kwon |
| 2015 | Scalable image annotation using a product compressive sampling approach. Anastasios Maronidis, Elisavet Chatzilari, Spiros Nikolopoulos, Ioannis Kompatsiaris |
| 2015 | Scalable relational learning for large heterogeneous networks. Ryan A. Rossi, Rong Zhou |
| 2015 | Selecting representative instances from datasets. Seyed Hamid Mirisaee, Ahlame Douzal, Alexandre Termier |
| 2015 | Sensor network partitioning based on homogeneity. Yi Xu, Zhongfei (Mark) Zhang, Yaqing Zhang, Philip S. Yu |
| 2015 | Sentiment analysis as a text categorization task: A study on feature and algorithm selection for Italian language. Stefano Ferilli, Berardina De Carolis, Floriana Esposito, Domenico Redavid |
| 2015 | Sentiment analysis of Facebook data using Hadoop based open source technologies. Sudipto Shankar Dasgupta, Swaminathan Natarajan, Kiran Kumar Kaipa, Sujay Kumar Bhattacherjee, Arun Viswanathan |
| 2015 | Sentiment and stock market volatility predictive modelling - A hybrid approach. Rapheal Olaniyan, Daniel Stamate, Lahcen Ouarbya, Doina Logofatu |
| 2015 | Special session on trends & controversies in data science (TCDS). Florence Forbes, Wray L. Buntine |
| 2015 | Spherical wards clustering and generalized Voronoi diagrams. Marek Smieja, Jacek Tabor |
| 2015 | Succinctly summarizing machine usage via multi-subspace clustering of multi-sensor data. Sarmimala Saikia, Gautam Shroff, Puneet Agarwal, Ashwin Srinivasan |
| 2015 | TESS: Temporal event sequence summarization. Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot |
| 2015 | TSMH Graph Cube: A novel framework for large scale multi-dimensional network analysis. Pengsen Wang, Bin Wu, Bai Wang |
| 2015 | Temporal Needleman-Wunsch. Haider Syed, Amar K. Das |
| 2015 | The HIM glocal metric and kernel for network comparison and classification. Giuseppe Jurman, Roberto Visintainer, Michele Filosi, Samantha Riccadonna, Cesare Furlanello |
| 2015 | The NIST data science initiative. Bonnie J. Dorr, Craig S. Greenberg, Peter C. Fontana, Mark A. Przybocki, Marion Le Bras, Cathryn A. Ploehn, Oleg Aulov, Martial Michel, E. Jim Golden, Wo Chang |
| 2015 | The harsh rule of the goals: Data-driven performance indicators for football teams. Paolo Cintia, Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Marco Malvaldi |
| 2015 | The layered structure of company share networks. Andrea Romei, Salvatore Ruggieri, Franco Turini |
| 2015 | The sexy job in the next ten years will be statisticians. Eric Moulines |
| 2015 | Time series analysis with graph-based semi-supervised learning. Zhao Xu, Koichi Funaya |
| 2015 | Time series contextual anomaly detection for detecting market manipulation in stock market. Koosha Golmohammadi, Osmar R. Zaïane |
| 2015 | Toward personal knowledge bases. Serge Abiteboul |
| 2015 | Towards predictable and risk-free enterprise systems. Mayank Shrivastava, Maitreya Natu, Vaishali P. Sadaphal |
| 2015 | Tracking the evolution of community structures in time-evolving social networks. Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang |
| 2015 | Traffic risk mining from heterogeneous road statistics. Koichi Moriya, Shin Matsushima, Kenji Yamanishi |
| 2015 | Tutorial 1: NVIDIA's platform for Deep Neural Networks. Gunter Röth |
| 2015 | Using emotions to predict user interest areas in online social networks. Yoad Lewenberg, Yoram Bachrach, Svitlana Volkova |
| 2015 | When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliases. Olivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue |