Table of Contents

• Complementing Behavioural Modeling with Cognitive Modeling for Better RecommendationsMarko Tkalcic. 3-8 [doi]
• The Construction of Action Rules to Raise Artwork PricesLaurel Powell, Anna Gelich, Zbigniew W. Ras. 11-20 [doi]
• Metric-Guided Multi-task LearningJinfu Ren, Yang Liu 0007, Jiming Liu 0001. 21-31 [doi]
• Sentiment Analysis with Contextual Embeddings and Self-attentionKatarzyna Biesialska, Magdalena Biesialska, Henryk Rybinski. 32-41 [doi]
• Interpretable Segmentation of Medical Free-Text Records Based on Word EmbeddingsAdam Gabriel Dobrakowski, Agnieszka Mykowiecka 0001, Malgorzata Marciniak, Wojciech Jaworski, Przemyslaw Biecek. 45-55 [doi]
• Decision-Making with Probabilistic Reasoning in Engineering DesignStefan Plappert, Paul Christoph Gembarski, Roland Lachmayer. 56-65 [doi]
• Hyperbolic Embeddings for Hierarchical Multi-label ClassificationTomaz Stepisnik, Dragi Kocev. 66-76 [doi]
• Joint Multiclass Debiasing of Word EmbeddingsRadomir Popovic, Florian Lemmerich, Markus Strohmaier. 79-89 [doi]
• Recursive Neural Text Classification Using Discourse Tree Structure for Argumentation Mining and Sentiment Analysis TasksAlexander Chernyavskiy, Dmitry Ilvovsky. 90-101 [doi]
• Named Entity Recommendations to Enhance Multilingual Retrieval in Europeana.euSergiu Gordea, Monica Lestari Paramita, Antoine Isaac. 102-112 [doi]
• A Deep Learning Approach to Fake News DetectionElio Masciari, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì. 113-122 [doi]
• Satirical News Detection with Semantic Feature Extraction and Game-Theoretic Rough SetsYue Zhou, Yan Zhang 0030, Jingtao Yao. 123-135 [doi]
• Comparing State-of-the-Art Neural Network Ensemble Methods in Soccer PredictionsTiago Mendes-Neves, João Mendes-Moreira. 139-149 [doi]
• Static Music Emotion Recognition Using Recurrent Neural NetworksJacek Grekow. 150-160 [doi]
• Saliency Detection in Hyperspectral Images Using Autoencoder-Based Data ReconstructionAnnalisa Appice, Francesco Lomuscio, Antonella Falini, Cristiano Tamborrino, Francesca Mazzia, Donato Malerba. 161-170 [doi]
• Mesoscale Anisotropically-Connected LearningQi Tan, Yang Liu 0007, Jiming Liu 0001. 171-180 [doi]
• Empirical Comparison of Graph Embeddings for Trust-Based Collaborative FilteringTomislav Duricic, Hussain Hussain, Emanuel Lacic, Dominik Kowald, Denis Helic, Elisabeth Lex. 181-191 [doi]
• Neural Spike Sorting Using Unsupervised Adversarial LearningKonrad A. Ciecierski. 192-202 [doi]
• Poriferal Vision: Classifying Benthic Sponge Spicules to Assess Historical Impacts of Marine Climate ChangeSaketh Saxena, Philip Heller, Amanda S. Kahn, Ivano Aiello. 205-213 [doi]
• Experimental Evaluation of GAN-Based One-Class Anomaly Detection on Office MonitoringNing Dong, Yusuke Hatae, Muhammad Fikko Fadjrimiratno, Tetsu Matsukawa, Einoshin Suzuki. 214-224 [doi]
• Ranking Speech Features for Their Usage in Singing Emotion ClassificationSzymon Zaporowski, Bozena Kostek. 225-234 [doi]
• Leveraging Machine Learning in IoT to Predict the Trustworthiness of Mobile Crowd Sensing DataCorrado Loglisci, Marco Zappatore, Antonella Longo, Mario A. Bochicchio, Donato Malerba. 235-244 [doi]
• A Hierarchical-Based Web-Platform for Crowdsourcing Distinguishable Image PatchesAyman Hajja, Justin Willis. 245-254 [doi]
• Performing Arithmetic Using a Neural Network Trained on Digit Permutation PairsMarcus D. Bloice, Peter M. Roth, Andreas Holzinger. 255-264 [doi]
• CatIO - A Framework for Model-Based Diagnosis of Cyber-Physical SystemsEdi Muskardin, Ingo Pill, Franz Wotawa. 267-276 [doi]
• Data Publishing: Availability of Data Under Security PoliciesJuba Agoun, Mohand-Saïd Hacid. 277-286 [doi]
• Matrix Factorization Based Heuristics Learning for Solving Constraint Satisfaction ProblemsSeda Polat Erdeniz, Ralph Samer, Muesluem Atas. 287-297 [doi]
• Explaining Object Motion Using Answer Set ProgrammingFranz Wotawa, Lorenz Klampfl. 298-307 [doi]
• The GraphBRAIN System for Knowledge Graph Management and Advanced FruitionStefano Ferilli, Domenico Redavid. 308-317 [doi]
• Mining Exceptional Mediation ModelsFlorian Lemmerich, Christoph Kiefer, Benedikt Langenberg, Jeffry Cacho Aboukhalil, Axel Mayer. 318-328 [doi]
• Multivariate Predictive Clustering Trees for ClassificationTomaz Stepisnik, Dragi Kocev. 331-341 [doi]
• Comparison of Machine Learning Methods to Detect Anomalies in the Activity of Dairy CowsNicolas Wagner, Violaine Antoine, Jonas Koko, Marie-Madeleine Mialon, Romain Lardy, Isabelle Veissier. 342-351 [doi]
• Clustering Algorithm Consistency in Fixed Dimensional SpacesMieczyslaw Alojzy Klopotek, Robert Albert Klopotek. 352-361 [doi]
• Estimating the Importance of Relational Features by Using Gradient BoostingMatej Petkovic, Michelangelo Ceci, Kristian Kersting, Saso Dzeroski. 362-371 [doi]
• Multi-objective Discrete Moth-Flame Optimization for Complex Network ClusteringXingjian Liu, Fan Zhang, Xianghua Li, Chao Gao, Jiming Liu 0001. 372-382 [doi]
• Predicting Associations Between Proteins and Multiple DiseasesMartin Breskvar, Saso Dzeroski. 383-392 [doi]
• Exploiting Answer Set Programming for Building explainable RecommendationsErich Teppan, Markus Zanker. 395-404 [doi]
• Tailoring Random Forest for Requirements ClassificationAndreas A. Falkner, Gottfried Schenner, Alexander Schörghuber. 405-412 [doi]
• On the Design of a Natural Logic System for Knowledge BasesTroels Andreasen, Henrik Bulskov, Jørgen Fischer Nilsson. 413-421 [doi]
• Evaluation of Post-hoc XAI Approaches Through Synthetic Tabular DataJulian Tritscher, Markus Ring, Daniel Schlör, Lena Hettinger, Andreas Hotho. 422-430 [doi]
• SimLoss: Class Similarities in Cross EntropyKonstantin Kobs, Michael Steininger, Albin Zehe, Florian Lautenschlager 0002, Andreas Hotho. 431-439 [doi]
• Efficient and Precise Classification of CT Scannings of Renal Tumors Using Convolutional Neural NetworksMikkel Pedersen, Henning Christiansen 0001, Nessn H. Azawi. 440-447 [doi]
• Deep Autoencoder Ensembles for Anomaly Detection on BlockchainFrancesco Scicchitano, Angelica Liguori, Massimo Guarascio, Ettore Ritacco, Giuseppe Manco 0001. 448-456 [doi]
• A Parallelized Variant of Junker's QuickXPlain AlgorithmCristian Vidal Silva, Alexander Felfernig, José A. Galindo, Müslüm Atas, David Benavides. 457-468 [doi]