Abstract is missing.
- DSCo-NG: A Practical Language Modeling Approach for Time Series ClassificationDaoyuan Li, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon. 1-13 [doi]
- Ranking Accuracy for Logistic-GEE ModelsNasser Davarzani, Ralf Peeters, Evgueni N. Smirnov, Joël M. H. Karel, Hans-Peter Brunner-La Rocca. 14-25 [doi]
- The Morality Machine: Tracking Moral Values in TweetsLivia Teernstra, Peter van der Putten, Liesbeth Noordegraaf-Eelens, Fons J. Verbeek. 26-37 [doi]
- A Hybrid Approach for Probabilistic Relational Models Structure LearningMouna Ben Ishak, Philippe Leray, Nahla Ben Amor. 38-49 [doi]
- On the Impact of Data Set Size in Transfer Learning Using Deep Neural NetworksDeepak Soekhoe, Peter van der Putten, Aske Plaat. 50-60 [doi]
- Obtaining Shape Descriptors from a Concave Hull-Based Clustering AlgorithmChristian Braune, Marco Dankel, Rudolf Kruse. 61-72 [doi]
- Visual Perception of Discriminative Landmarks in Classified Time SeriesTobias Sobek, Frank Höppner. 73-85 [doi]
- Spotting the Diffusion of New Psychoactive Substances over the InternetFabio Del Vigna, Marco Avvenuti, Clara Bacciu, Paolo Deluca, Marinella Petrocchi, Andrea Marchetti, Maurizio Tesconi. 86-97 [doi]
- Feature Selection Issues in Long-Term Travel Time PredictionSyed Murtaza Hassan, Luís Moreira-Matias, Jihed Khiari, Oded Cats. 98-109 [doi]
- A Mean-Field Variational Bayesian Approach to Detecting Overlapping Communities with Inner Roles Using Poisson Link GenerationGianni Costa, Riccardo Ortale. 110-122 [doi]
- Online Semi-supervised Learning for Multi-target Regression in Data Streams Using AMRulesRicardo Sousa, João Gama. 123-133 [doi]
- A Toolkit for Analysis of Deep Learning ExperimentsJim O'Donoghue, Mark Roantree. 134-145 [doi]
- The Optimistic Method for Model EstimationJames Brofos, Rui Shu, Frank Zhang. 146-157 [doi]
- Does Feature Selection Improve Classification? A Large Scale Experiment in OpenMLMartijn J. Post, Peter van der Putten, Jan N. van Rijn. 158-170 [doi]
- Learning from the News: Predicting Entity Popularity on TwitterPedro Saleiro, Carlos Soares. 171-182 [doi]
- Multi-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass CharacterizationSami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba. 183-191 [doi]
- Weakly-Supervised Symptom Recognition for Rare Diseases in Biomedical TextPierre Holat, Nadi Tomeh, Thierry Charnois, Delphine Battistelli, Marie-Christine Jaulent, Jean-Philippe Métivier. 192-203 [doi]
- Estimating Sequence Similarity from Read Sets for Clustering Sequencing DataPetr Rysavý, Filip Zelezný. 204-214 [doi]
- Widened Learning of Bayesian Network ClassifiersOliver R. Sampson, Michael R. Berthold. 215-225 [doi]
- Vote Buying Detection via Independent Component AnalysisAntonio Neme, Omar Neme. 226-236 [doi]
- Unsupervised Relation Extraction in Specialized Corpora Using Sequence MiningKata Gábor, Haïfa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois. 237-248 [doi]
- A Framework for Interpolating Scattered Data Using Space-Filling CurvesDavid J. Weston. 249-260 [doi]
- Privacy-Awareness of Distributed Data Clustering Algorithms RevisitedJosenildo Costa da Silva, Matthias Klusch, Stefano Lodi. 261-272 [doi]
- Bi-stochastic Matrix Approximation Framework for Data Co-clusteringLazhar Labiod, Mohamed Nadif. 273-283 [doi]
- Sequential Cost-Sensitive Feature AcquisitionGabriella Contardo, Ludovic Denoyer, Thierry Artières. 284-294 [doi]
- Explainable and Efficient Link Prediction in Real-World Network DataJesper E. van Engelen, Hanjo D. Boekhout, Frank W. Takes. 295-307 [doi]
- DGRMiner: Anomaly Detection and Explanation in Dynamic GraphsKarel Vaculík, Lubos Popelínský. 308-319 [doi]
- Similarity Based Hierarchical Clustering with an Application to Text CollectionsJulien Ah-Pine, Xinyu Wang. 320-331 [doi]
- Determining Data Relevance Using Semantic Types and Graphical Interpretation CuesEduardo Haruo Kamioka, André Freitas, Frederico Tommasi Caroli, Siegfried Handschuh. 332-342 [doi]
- A First Step Toward Quantifying the Climate's Information Production over the Last 68, 000 YearsJoshua Garland, Tyler R. Jones, Elizabeth Bradley, Ryan G. James, James W. C. White. 343-355 [doi]
- HAUCA Curves for the Evaluation of Biomarker Pilot Studies with Small Sample Sizes and Large Numbers of FeaturesFrank Klawonn, Junxi Wang, Ina Koch, Jörg Eberhard, Mohamed Omar. 356-367 [doi]
- Stability Evaluation of Event Detection Techniques for TwitterAndreas Weiler, Jöran Beel, Bela Gipp, Michael Grossniklaus. 368-380 [doi]
- IDA 2016 Industrial Challenge: Using Machine Learning for Predicting FailuresCamila Ferreira Costa, Mario A. Nascimento. 381-386 [doi]
- An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing DataEzgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj. 387-392 [doi]
- Combining Boosted Trees with Metafeature Engineering for Predictive MaintenanceVítor Cerqueira, Fábio Pinto, Cláudio Rebelo de Sá, Carlos Soares. 393-397 [doi]
- Prediction of Failures in the Air Pressure System of Scania Trucks Using a Random Forest and Feature EngineeringChristopher Gondek, Daniel Hafner, Oliver R. Sampson. 398-402 [doi]