Table of Contents

• Automated Grading of Exam Responses: An Extensive Classification BenchmarkJimmy Ljungman, Vanessa Lislevand, John Pavlopoulos, Alexandra Farazouli, Zed Lee, Panagiotis Papapetrou, Uno Fors. 3-18 [doi]
• Automatic Human-Like Detection of Code SmellsChitsutha Soomlek, Jan N. van Rijn, Marcello M. Bonsangue. 19-28 [doi]
• HTML-LSTM: Information Extraction from HTML Tables in Web Pages Using Tree-Structured LSTMKazuki Kawamura, Akihiro Yamamoto. 29-43 [doi]
• Predicting Reach to Find Persuadable Customers: Improving Uplift Models for Churn PreventionThéo Verhelst, Jeevan Shrestha, Denis Mercier, Jean-Christophe Dewitte, Gianluca Bontempi. 44-54 [doi]
• A Semi-supervised Framework for Misinformation DetectionYueyang Liu, Zois Boukouvalas, Nathalie Japkowicz. 57-66 [doi]
• An Analysis of Performance Metrics for Imbalanced ClassificationJean-Gabriel Gaudreault, Paula Branco, João Gama 0001. 67-77 [doi]
• Combining Predictions Under Uncertainty: The Case of Random Decision TreesFlorian Busch, Moritz Kulessa, Eneldo Loza Mencía, Hendrik Blockeel. 78-93 [doi]
• Shapley-Value Data Valuation for Semi-supervised LearningChristie Courtnage, Evgueni Smirnov. 94-108 [doi]
• A Network Intrusion Detection System for Concept Drifting Network Traffic DataGiuseppina Andresini, Annalisa Appice, Corrado Loglisci, Vincenzo Belvedere, Domenico Redavid, Donato Malerba. 111-121 [doi]
• Incremental k-Nearest Neighbors Using Reservoir Sampling for Data StreamsMaroua Bahri, Albert Bifet. 122-137 [doi]
• Statistical Analysis of Pairwise ConnectivityGeorg Krempl, Daniel Kottke, Tuan Pham. 138-148 [doi]
• FHA: Fast Heuristic Attack Against Graph Convolutional NetworksHaoxi Zhan, Xiaobing Pei. 151-165 [doi]
• Ranking Structured Objects with Graph Neural NetworksClemens Damke, Eyke Hüllermeier. 166-180 [doi]
• Knowledge Discovery of the Delays Experienced in Reporting COVID-19 Confirmed Positive Cases Using Time to Event ModelsAleksandar Novakovic, Adele H. Marshall, Carolyn McGregor. 183-193 [doi]
• Multi-scale Sentiment Analysis of Location-Enriched COVID-19 Arabic Social DataTarek Elsaka, Imad Afyouni, Ibrahim Abaker Targio Hashem, Zaher Al Aghbari. 194-203 [doi]
• Prioritization of COVID-19-Related Literature via Unsupervised Keyphrase Extraction and Document Representation LearningBlaz Skrlj, Marko Jukic, Nika Erzen, Senja Pollak, Nada Lavrac. 204-217 [doi]
• Sentiment Nowcasting During the COVID-19 PandemicIoanna Miliou, John Pavlopoulos, Panagiotis Papapetrou. 218-228 [doi]
• A Sentence-Level Hierarchical BERT Model for Document Classification with Limited Labelled DataJinghui Lu, Maeve Henchion, Ivan Bacher, Brian Mac Namee. 231-241 [doi]
• Calibrated Resampling for Imbalanced and Long-Tails in Deep LearningColin Bellinger, Roberto Corizzo, Nathalie Japkowicz. 242-252 [doi]
• Consensus Based Vertically Partitioned Multi-layer Perceptrons for Edge ComputingHaimonti Dutta, Saurabh Amarnath Mahindre, Nitin Nataraj. 253-267 [doi]
• Controlling BigGAN Image Generation with a Segmentation NetworkAman Jaiswal, Harpreet Singh Sodhi, Mohamed Muzamil H, Rajveen Singh Chandhok, Sageev Oore, Chandramouli Shama Sastry. 268-281 [doi]
• GANs for Tabular Healthcare Data Generation: A Review on Utility and PrivacyJoão Coutinho-Almeida, Pedro Pereira Rodrigues, Ricardo João Cruz Correia. 282-291 [doi]
• An Ensemble Hypergraph Learning Framework for RecommendationAlireza Gharahighehi, Celine Vens, Konstantinos Pliakos. 295-304 [doi]
• KATRec: Knowledge Aware aTtentive Sequential RecommendationsMehrnaz Amjadi, Seyed Danial Mohseni Taheri, Theja Tulabandhula. 305-320 [doi]
• Elliptical Ordinal EmbeddingAïssatou Diallo, Johannes Fürnkranz. 323-333 [doi]
• Unsupervised Feature Ranking via Attribute NetworksUrh Primozic, Blaz Skrlj, Saso Dzeroski, Matej Petkovic. 334-343 [doi]
• Deriving a Single Interpretable Model by Merging Tree-Based ClassifiersValerio Bonsignori, Riccardo Guidotti, Anna Monreale. 347-357 [doi]
• Ensemble of Counterfactual ExplainersRiccardo Guidotti, Salvatore Ruggieri. 358-368 [doi]
• Learning Time Series Counterfactuals via Latent Space RepresentationsZhendong Wang, Isak Samsten, Rami Mochaourab, Panagiotis Papapetrou. 369-384 [doi]
• Leveraging Grad-CAM to Improve the Accuracy of Network Intrusion Detection SystemsFrancesco Paolo Caforio, Giuseppina Andresini, Gennaro Vessio, Annalisa Appice, Donato Malerba. 385-400 [doi]
• Local Interpretable Classifier Explanations with Self-generated Semantic FeaturesFabrizio Angiulli, Fabio Fassetti, Simona Nisticò. 401-410 [doi]
• Privacy Risk Assessment of Individual Psychometric ProfilesGiacomo Mariani, Anna Monreale, Francesca Naretto. 411-421 [doi]
• The Case for Latent Variable Vs Deep Learning Methods in Misinformation Detection: An Application to COVID-19Caitlin Moroney, Evan Crothers, Sudip Mittal, Anupam Joshi, Tülay Adali, Christine Mallinson, Nathalie Japkowicz, Zois Boukouvalas. 422-432 [doi]
• Local Exceptionality Detection in Time Series Using Subgroup Discovery: An Approach Exemplified on Team Interaction DataDan Hudson, Travis J. Wiltshire, Martin Atzmueller. 435-445 [doi]
• Neural Additive Vector Autoregression Models for Causal Discovery in Time SeriesBart Bussmann, Jannes Nys, Steven Latré. 446-460 [doi]
• Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed DataRoberto Corizzo, Michelangelo Ceci, Gianvito Pio, Paolo Mignone, Nathalie Japkowicz. 461-471 [doi]