Abstract is missing.
- Toward personal knowledge basesSerge Abiteboul. [doi]
- Tutorial 1: NVIDIA's platform for Deep Neural NetworksGunter Roth. [doi]
- The sexy job in the next ten years will be statisticiansEric Moulines. [doi]
- Special session on trends & controversies in data science (TCDS)Florence Forbes, Wray L. Buntine. [doi]
- On-line detection of continuous changes in stochastic processesKohei Miyaguchi, Kenji Yamanishi. 1-9 [doi]
- Scalable extraction of timeline information from road traffic data using MapReduceArdi Imawan, Fadhilah Kurnia Putri, Seonga An, Han-You Jeong, Joonho Kwon. 1-8 [doi]
- Multi-target regression from high-speed data streams with adaptive model rulesJoão Duarte, João Gama. 1-10 [doi]
- Modeling temporal dependencies in data using a DBN-LSTMRaunaq Vohra, Kratarth Goel, J. K. Sahoo. 1-4 [doi]
- Data-driven semantic concept analysis for automatic actionable ontology designOlga Tushkanova, Vladimir Gorodetsky. 1-9 [doi]
- Time series contextual anomaly detection for detecting market manipulation in stock marketKoosha Golmohammadi, Osmar R. Zaïane. 1-10 [doi]
- An unsupervised attribute clustering algorithm for unsupervised feature selectionPei-Yuan Zhou, Keith C. C. Chan. 1-7 [doi]
- Label noise correction methodsBryce Nicholson, Jing Zhang, Victor S. Sheng, Zhiheng Wang. 1-9 [doi]
- Time series analysis with graph-based semi-supervised learningZhao Xu, Koichi Funaya. 1-6 [doi]
- Nonparametric discovery of online mental health-related communitiesBo Dao, Thin Nguyen, Svetha Venkatesh, Dinh Phung. 1-10 [doi]
- Dynamics of multi-campaign propagation in online social networksM. Thejaswi, Sriniketh Vijayaraghavan, Avinash Das, P. Santhi Thilagam. 1-8 [doi]
- Using emotions to predict user interest areas in online social networksYoad Lewenberg, Yoram Bachrach, Svitlana Volkova. 1-10 [doi]
- Selecting representative instances from datasetsSeyed Hamid Mirisaee, Ahlame Douzal, Alexandre Termier. 1-10 [doi]
- Financial crisis and global market couplingsWei Cao, Yves Demazeau, Longbing Cao, Weidong Zhu. 1-10 [doi]
- Predictive reliability mining for early warnings in populations of connected machinesKaramjit Singh, Gautam Shroff, Puneet Agarwal. 1-10 [doi]
- Mining actionable combined patterns of high utility and frequencyJingyu Shao, Junfu Yin, Wei Liu, Longbing Cao. 1-10 [doi]
- Calibration of One-Class SVM for MV set estimationAlbert Thomas, Vincent Feuillard, Alexandre Gramfort. 1-9 [doi]
- IOHMM for location prediction with missing dataJiawei Hu, Yanfeng Wang, Ya Zhang. 1-10 [doi]
- Modeling heterogeneous clinical sequence data in semantic space for adverse drug event detectionAron Henriksson, Jing Zhao, Henrik Boström, Hercules Dalianis. 1-8 [doi]
- A model-based approach for identifying spammers in social networksFarnoosh Fathaliani, Mohamed Bouguessa. 1-9 [doi]
- Exploiting feature relationships towards stable feature selectionIman Kamkar, Sunil Kumar Gupta, Dinh Phung, Svetha Venkatesh. 1-10 [doi]
- Sentiment analysis as a text categorization task: A study on feature and algorithm selection for Italian languageStefano Ferilli, Berardina De Carolis, Floriana Esposito, Domenico Redavid. 1-10 [doi]
- Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II)Abdul Wahid, Xiaoying Gao, Peter Andreae. 1-9 [doi]
- Hot spot detection - An interactive cluster heat map for sentiment analysisPatrick Hennig, Philipp Berger, Maximilian Brehm, Bastien Grasnick, Jonathan Herdt, Christoph Meinel. 1-9 [doi]
- Modeling recurrent distributions in streams using possible worldsMichael Geilke, Andreas Karwath, Stefan Kramer 0001. 1-9 [doi]
- Discovering characterizing regions for consumer productsShashwat Mishra, Vincent Leroy, Sihem Amer-Yahia. 1-10 [doi]
- Human judgments in hiring decisions based on online social network profilesYoram Bachrach. 1-10 [doi]
- From one star to three stars: Upgrading legacy open data using crowdsourcingSatoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima. 1-9 [doi]
- Improved algorithms for exact and approximate boolean matrix decompositionYuan Sun, Shiwei Ye, Yi Sun, Tsunehiko Kameda. 1-10 [doi]
- Characterizing chronic disease and polymedication prescription patterns from electronic health recordsMarti Zamora, Manel Baradad, Ester Amado, Silvia Cordomi, Esther Limon, Juliana Ribera, Marta Arias, Ricard Gavaldà. 1-9 [doi]
- Cohesion based co-location pattern miningCheng Zhou, Boris Cule, Bart Goethals. 1-10 [doi]
- Multifactorial uncertainty assessment for monitoring population abundance using computer visionEmma Beauxis-Aussalet, Lynda Hardman. 1-10 [doi]
- Traffic risk mining from heterogeneous road statisticsKoichi Moriya, Shin Matsushima, Kenji Yamanishi. 1-10 [doi]
- Temporal Needleman-WunschHaider Syed, Amar K. Das. 1-9 [doi]
- Error detection of oceanic observation data using sequential labelingSatoshi Ono, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda. 1-8 [doi]
- Compression rate distance measure for time seriesVo Thanh Vinh, Duong Tuan Anh. 1-10 [doi]
- Ensemble of deep long short term memory networks for labelling origin of replication sequencesUrminder Singh, Sucheta Chauhan, A. Krishnamachari, Lovekesh Vig. 1-7 [doi]
- A combination of CUSUM-EWMA for Anomaly Detection in time series dataVyron Christodoulou, Yaxin Bi. 1-8 [doi]
- Debate on political reforms in Twitter: A hashtag-driven analysis of political polarizationMirko Lai, Cristina Bosco, Viviana Patti, Daniela Virone. 1-9 [doi]
- Hermessem: A semantic-aware framework for the management and analysis of our LifeStepsNikos Pelekis, Stylianos Sideridis, Yannis Theodoridis. 1-10 [doi]
- Tracking the evolution of community structures in time-evolving social networksEtienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang. 1-10 [doi]
- An accurate rating aggregation method for generating item reputationAhmad Abdel-Hafez, Yue Xu, Audun Jøsang. 1-8 [doi]
- TSMH Graph Cube: A novel framework for large scale multi-dimensional network analysisPengsen Wang, Bin Wu, Bai Wang. 1-10 [doi]
- MapReduce-based k-prototypes clustering method for big dataMohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi. 1-7 [doi]
- A talent management tool using propensity to leave analyticsKarthikeyan Natesan Ramamurthy, Moninder Singh, Yichong Yu, Jessica Aspis, Matthew Iames, Michael Peran, Qin S. Held. 1-10 [doi]
- Learning from missing data using selection bias in movie recommendationClaire Vernade, Olivier Cappé. 1-9 [doi]
- The NIST data science initiativeBonnie J. Dorr, Craig S. Greenberg, Peter Fontana, Mark A. Przybocki, Marion Le Bras, Cathryn A. Ploehn, Oleg Aulov, Martial Michel, E. Jim Golden, Wo Chang. 1-10 [doi]
- A text block context informations based multiple Web contents extractionWonmoon Song, Myungwon Kim. 1-8 [doi]
- Relational active learning for link-based classificationLuke K. McDowell. 1-10 [doi]
- Spherical wards clustering and generalized Voronoi diagramsMarek Smieja, Jacek Tabor. 1-10 [doi]
- P-N-RMiner: A generic framework for mining interesting structured relational patternsJefrey Lijffijt, Eirini Spyropoulou, Bo Kang, Tijl De Bie. 1-10 [doi]
- Towards predictable and risk-free enterprise systemsMayank Shrivastava, Maitreya Natu, Vaishali P. Sadaphal. 1-7 [doi]
- Classification with a reject option under Concept Drift: The Droplets algorithmPierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki. 1-9 [doi]
- Constrained independence for detecting interesting patternsThomas Delacroix, Ahcene Boubekki, Philippe Lenca, Stéphane Lallich. 1-10 [doi]
- Interactive exploration over RDF data using formal concept analysisMehwish Alam, Amedeo Napoli. 1-10 [doi]
- Predicting online video engagement using clickstreamsEveraldo Aguiar, Saurabh Nagrecha, Nitesh V. Chawla. 1-10 [doi]
- LDA based semi-supervised learning from streaming short textJi-De Chen, Hung-Yu Kao. 1-8 [doi]
- Design of an NGS MicroRNA predictor using multilayer hierarchical MapReduce frameworkRen-Hao Pan, Lin Yu Tseng, I.-En Liao, Chien-Lung Chan, K. Robert Lai, Kai-Biao Lin. 1-8 [doi]
- Exploiting big data in time series forecasting: A cross-sectional approachClaudio Hartmann, Martin Hahmann, Wolfgang Lehner, Frank Rosenthal. 1-10 [doi]
- Random-shapelet: An algorithm for fast shapelet discoveryXavier Renard, Maria Rifqi, Walid Erray, Marcin Detyniecki. 1-10 [doi]
- Fast and user-friendly non-linear principal manifold learning by method of elastic mapsAlexander N. Gorban, Andrei Yu. Zinovyev. 1-9 [doi]
- Profit maximizing logistic regression modeling for customer churn predictionEugen Stripling, Seppe Vanden Broucke, Katrien Antonio, Bart Baesens, Monique Snoeck. 1-10 [doi]
- A mixture model clustering approach for temporal passenger pattern characterization in public transportAnne-Sarah Briand, Etienne Côme, Mohamed K. El Mahrsi, Latifa Oukhellou. 1-10 [doi]
- Improved risk predictions via sparse imputation of patient conditions in electronic medical recordsBudhaditya Saha, Sunil Kumar Gupta, Svetha Venkatesh. 1-10 [doi]
- Context weight considered for implicit feature extractingJie Chen, Li Sun, YingLi Peng, Yun Huang. 1-5 [doi]
- An approach to cover more advertisers in AdwordsAmar Budhiraja, P. Krishna Reddy. 1-10 [doi]
- The HIM glocal metric and kernel for network comparison and classificationGiuseppe Jurman, Roberto Visintainer, Michele Filosi, Samantha Riccadonna, Cesare Furlanello. 1-10 [doi]
- A data-driven analytics approach in the study of pneumonia's fatalitiesMaribel Yasmina Santos, António Carvalheira, Artur Teles de Araújo. 1-10 [doi]
- IQ4EC: Intensional answers as a support to exploratory computingMirjana Mazuran, Elisa Quintarelli, Letizia Tanca. 1-10 [doi]
- Mining relationships in learning-oriented social networksMaria Estrella Sousa Vieira, José C. López-Ardao, Manuel Fernández-Veiga, Miguel Rodríguez-Pérez, Cándido López-García. 1-9 [doi]
- Patient classification based on expanded query using 5-gram collocation and binary treeJaya Sil, Indrani Bhattacharya. 1-10 [doi]
- Constrained spectral clustering for regionalization: Exploring the trade-off between spatial contiguity and landscape homogeneityShuai Yuan, Pang-Ning Tan, Kendra Spence Cheruvelil, Sarah M. Collins, Patricia A. Soranno. 1-10 [doi]
- RIMM: A novel map matching model with rotational invarianceJunpeng Bao, Qian Cao, Yuepeng Zhang, Jun Zeng, De Zhang. 1-7 [doi]
- Data science foundry for MOOCsSebastien Boyer, Ben U. Gelman, Benjamin Schreck, Kalyan Veeramachaneni. 1-10 [doi]
- Efficient metric learning for the analysis of motion dataBabak Hosseini, Barbara Hammer. 1-10 [doi]
- Learning better while sending less: Communication-efficient online semi-supervised learning in client-server settingsHan Xiao 0002, Shou-de Lin, Mi-Yen Yeh, Phillip B. Gibbons, Claudia Eckert. 1-10 [doi]
- Multi-class learning using data driven ECOC with deep search and re-balancingNathalie Japkowicz, Vincent Barnabe-Lortie, Shawn Horvatic, Jie Zhou. 1-10 [doi]
- A ranking-based approach for hierarchical classificationAzad Naik, Huzefa Rangwala. 1-10 [doi]
- EXP3 with drift detection for the switching bandit problemRobin Allesiardo, Raphaël Feraud. 1-7 [doi]
- FactorBase : Multi-relational model learning with SQL all the wayZhensong Qian, Oliver Schulte. 1-10 [doi]
- The layered structure of company share networksAndrea Romei, Salvatore Ruggieri, Franco Turini. 1-10 [doi]
- Scalable relational learning for large heterogeneous networksRyan A. Rossi, Rong Zhou. 1-10 [doi]
- Quantification in social networksLetizia Milli, Anna Monreale, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti, Fabrizio Sebastiani 0001. 1-10 [doi]
- Cluster-based data oriented hashingSanaa Chafik, Imane Daoudi, Mounim A. El-Yacoubi, Hamid El Ouardi. 1-7 [doi]
- Big data from cellular networks: How to estimate energy demand at real-timeDavide Tosi, Stefano Marzorati, Mario La Rosa, Giovanna Dondossola, Roberta Terruggia. 1-10 [doi]
- Discovering and tracking influencer-influencee relationships between online communitiesBelkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang. 1-9 [doi]
- The harsh rule of the goals: Data-driven performance indicators for football teamsPaolo Cintia, Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Marco Malvaldi. 1-10 [doi]
- Anomaly detection in ECG time signals via deep long short-term memory networksSucheta Chauhan, Lovekesh Vig. 1-7 [doi]
- Scalable image annotation using a product compressive sampling approachAnastasios Maronidis, Elisavet Chatzilari, Spiros Nikolopoulos, Ioannis Kompatsiaris. 1-10 [doi]
- Random walk based context-aware activity recommendation for location based social networksHakan Bagci, Pinar Karagoz. 1-9 [doi]
- An ensemble of machine learning and anti-learning methods for predicting tumour patient survival ratesChristopher M. Roadknight, Durga Suryanarayanan, Uwe Aickelin, John Scholefield, Lindy Durrant. 1-8 [doi]
- A mining based approach for efficient enumeration of algebraic structuresMajid Ali Khan, Mohammad Nazeeruddin, Shahabuddin Muhammad, Asif Ali. 1-6 [doi]
- Document similarity analysis via involving both explicit and implicit semantic couplingsQianqian Chen, Liang Hu, Jia Xu, Wei Liu, Longbing Cao. 1-10 [doi]
- Succinctly summarizing machine usage via multi-subspace clustering of multi-sensor dataSarmimala Saikia, Gautam Shroff, Puneet Agarwal, Ashwin Srinivasan. 1-10 [doi]
- MIAT: A novel attribute selection approach to better predict upper gastrointestinal cancerAvi Rosenfeld, David G. Graham, Rifat Hamoudi, Rommel Butawan, Victor Eneh, Saif Khan, Haroon Miah, Mahesan Niranjan, Laurence B. Lovat. 1-7 [doi]
- Mining high-utility itemsets with various discount strategiesJerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng. 1-10 [doi]
- Integrating spatial information into probabilistic relational modelsRajani Chulyadyo, Philippe Leray. 1-8 [doi]
- Learning hyperparameter optimization initializationsMartin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme. 1-10 [doi]
- Sentiment and stock market volatility predictive modelling - A hybrid approachRapheal Olaniyan, Daniel Stamate, Lahcen Ouarbya, Doina Logofatu. 1-10 [doi]
- Deep feature synthesis: Towards automating data science endeavorsJames Max Kanter, Kalyan Veeramachaneni. 1-10 [doi]
- Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomesChe Ngufor, Sudhindra Upadhyaya, Dennis Murphree, Daryl J. Kor, Jyotishman Pathak. 1-8 [doi]
- Evaluating and predicting energy consumption of data mining algorithms on mobile devicesCarmela Comito, Domenico Talia. 1-8 [doi]
- Duration models for activity recognition and prediction in buildings using Hidden Markov ModelsAntonio Ridi, Nikos Zarkadis, Christophe Gisler, Jean Hennebert. 1-10 [doi]
- Detection, tracking, and visualization of spatial event clusters for real time monitoringNatalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz. 1-10 [doi]
- An effective and economic bi-level approach to ranking and rating spam detectionSihong Xie, Qingbo Hu, Jingyuan Zhang, Philip S. Yu. 1-10 [doi]
- When cyberathletes conceal their game: Clustering confusion matrices to identify avatar aliasesOlivier Cavadenti, Víctor Codocedo, Jean-François Boulicaut, Mehdi Kaytoue. 1-10 [doi]
- Beyond two-sample-tests: Localizing data discrepancies in high-dimensional spacesFrederic Cazais, Alix Lheritier. 1-10 [doi]
- Information preserving and locally isometric&conformal embedding via Tangent Manifold LearningAlexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich. 1-9 [doi]
- Assistive classification for improving the efficiency of avian species richness surveysLiang Zhang, Michael W. Towsey, Philip Eichinski, Jinglan Zhang, Paul Roe. 1-6 [doi]
- Detecting human emotion via speech recognition by using speech spectrogramSathit Prasomphan. 1-10 [doi]
- Hierarchical label partitioning for large scale classificationRaphael Puget, Nicolas Baskiotis. 1-10 [doi]
- Learning urban users' choices to improve trip recommendationsBoris Chidlovskii. 1-9 [doi]
- A unifying model for representing time-varying graphsKlaus Wehmuth, Artur Ziviani, Eric Fleury. 1-10 [doi]
- Sentiment analysis of Facebook data using Hadoop based open source technologiesSudipto Shankar Dasgupta, Swaminathan Natarajan, Kiran Kumar Kaipa, Sujay Kumar Bhattacherjee, Arun Viswanathan. 1-3 [doi]
- Sensor network partitioning based on homogeneityYi Xu, Zhongfei (Mark) Zhang, Yaqing Zhang, Philip S. Yu. 1-10 [doi]
- A new consensus function based on dual-similarity measurements for clustering ensembleTahani Alqurashi, Wenjia Wang. 1-9 [doi]
- A context-aware approach to detection of short irrelevant textsSihong Xie, Jing Wang, Mohammad Shafkat Amin, Baoshi Yan, Anmol Bhasin, Clement T. Yu, Philip S. Yu. 1-10 [doi]
- Monitoring the Twitter sentiment during the Bulgarian electionsJasmina Smailovic, Janez Kranjc, Miha Grcar, Martin Znidarsic, Igor Mozetic. 1-10 [doi]
- TESS: Temporal event sequence summarizationDominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot. 1-10 [doi]
- Cascading adverse drug event detection in electronic health recordsJing Zhao, Aron Henriksson, Henrik Boström. 1-8 [doi]
- A fusion-based approach for user activities recognition on smart phonesGunarto Sindoro Njoo, Xiao Wen Ruan, Kuo-Wei Hsu, Wen-Chih Peng. 1-10 [doi]
- Matrix factorization approach to behavioral mode analysis from acceleration dataYehezkel S. Resheff, Shay Rotics, Ran Nathan, Daphna Weinshall. 1-6 [doi]
- Behavioral entropy and profitability in retailRiccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli. 1-10 [doi]
- Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiersElisabetta Fersini, Federico Alberto Pozzi, Enza Messina. 1-8 [doi]
- Improved approach for protein function prediction by exploiting prominent proteinsD. Satheesh Kumar, P. Krishna Reddy. 1-7 [doi]