Abstract is missing.
- Confound Removal and Normalization in Practice: A Neuroimaging Based Sex Prediction Case StudyShammi More, Simon B. Eickhoff, Julian Caspers, Kaustubh R. Patil. 3-18 [doi]
- Energy Consumption Forecasting Using a Stacked Nonparametric Bayesian ApproachDilusha Weeraddana, Nguyen Lu Dang Khoa, Lachlan O'Neil, Weihong Wang, Chen Cai. 19-35 [doi]
- Reconstructing the Past: Applying Deep Learning to Reconstruct Pottery from Thousands ShardsKeeyoung Kim, Jindeok Hong, Sang-Hoon Rhee, Simon S. Woo. 36-51 [doi]
- CrimeForecaster: Crime Prediction by Exploiting the Geographical Neighborhoods' Spatiotemporal DependenciesJiao Sun, Mingxuan Yue, Zongyu Lin, Xiaochen Yang, Luciano Nocera, Gabriel Kahn, Cyrus Shahabi. 52-67 [doi]
- PS3: Partition-Based Skew-Specialized Sampling for Batch Mode Active Learning in Imbalanced Text DataRicky Maulana Fajri, Samaneh Khoshrou, Robert Peharz, Mykola Pechenizkiy. 68-84 [doi]
- An Uncertainty-Based Human-in-the-Loop System for Industrial Tool Wear AnalysisAlexander Treiss, Jannis Walk, Niklas Kühl. 85-100 [doi]
- Filling Gaps in Micro-meteorological DataAntoine Richard, Lior Fine, Offer Rozenstein, Josef Tanny, Matthieu Geist, Cédric Pradalier. 101-117 [doi]
- Lagrangian Duality for Constrained Deep LearningFerdinando Fioretto, Pascal Van Hentenryck, Terrence W. K. Mak, Cuong Tran 0007, Federico Baldo, Michele Lombardi 0001. 118-135 [doi]
- Few-Shot Microscopy Image Cell SegmentationYoussef Dawoud, Julia Hornauer, Gustavo Carneiro, Vasileios Belagiannis. 139-154 [doi]
- Deep Reinforcement Learning for Large-Scale Epidemic ControlPieter J. K. Libin, Arno Moonens, Timothy Verstraeten, Fabian Perez-Sanjines, Niel Hens, Philippe Lemey, Ann Nowé. 155-170 [doi]
- GLUECK: Growth Pattern Learning for Unsupervised Extraction of Cancer KineticsCristian Axenie, Daria Kurz. 171-186 [doi]
- Automated Integration of Genomic Metadata with Sequence-to-Sequence ModelsGiuseppe Cannizzaro, Michele Leone, Anna Bernasconi 0002, Arif Canakoglu, Mark J. Carman. 187-203 [doi]
- Explaining End-to-End ECG Automated Diagnosis Using Contextual FeaturesDerick M. de Oliveira, Antônio H. Ribeiro, João A. O. Pedrosa, Gabriela M. M. Paixão, Antonio Luiz P. Ribeiro, Wagner Meira Jr.. 204-219 [doi]
- A Deep Reinforcement Learning Framework for Optimal Trade ExecutionSiyu Lin, Peter A. Beling. 223-240 [doi]
- Detecting and Predicting Evidences of Insider Trading in the Brazilian MarketFilipe Lauar, Cristiano Arbex Valle. 241-256 [doi]
- Mend the Learning Approach, Not the Data: Insights for Ranking E-Commerce ProductsMuhammad Umer Anwaar, Dmytro Rybalko, Martin Kleinsteuber. 257-272 [doi]
- Multi-future Merchant Transaction PredictionChin-Chia Michael Yeh, Zhongfang Zhuang, Wei Zhang, Liang Wang. 273-289 [doi]
- Think Out of the Package: Recommending Package Types for E-Commerce ShipmentsKarthik S. Gurumoorthy, Subhajit Sanyal, Vineet Chaoji. 290-305 [doi]
- Topics in Financial Filings and Bankruptcy Prediction with Distributed Representations of Textual DataBa-Hung Nguyen, Shirai Kiyoaki, Van-Nam Huynh. 306-322 [doi]
- Why Did My Consumer Shop? Learning an Efficient Distance Metric for Retailer Transaction DataYorick Spenrath, Marwan Hassani, Boudewijn F. van Dongen, Haseeb Tariq. 323-338 [doi]
- Fashion Outfit Generation for E-CommerceElaine M. Bettaney, Stephen R. Hardwick, Odysseas Zisimopoulos, Benjamin Paul Chamberlain. 339-354 [doi]
- Improved Identification of Imbalanced Multiple Annotation Intent Labels with a Hybrid BLSTM and CNN Model and Hybrid Loss FunctionSupawit Vatathanavaro, Kitsuchart Pasupa, Sorratat Sirirattanajakarin, Boontawee Suntisrivaraporn. 355-368 [doi]
- Measuring Immigrants Adoption of Natives Shopping Consumption with Machine LearningRiccardo Guidotti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi, Simone Bertoli, Biagio Speciale, Hillel Rapoport. 369-385 [doi]
- Model Bridging: Connection Between Simulation Model and Neural NetworkKeiichi Kisamori, Keisuke Yamazaki, Yuto Komori, Hiroshi Tokieda. 389-405 [doi]
- Semi-supervised Multi-aspect Detection of Misinformation Using Hierarchical Joint DecompositionSara Abdali, Neil Shah, Evangelos E. Papalexakis. 406-422 [doi]
- A Deep Dive into Multilingual Hate Speech ClassificationSai Saketh Aluru, Binny Mathew, Punyajoy Saha, Animesh Mukherjee 0001. 423-439 [doi]
- Spatial Community-Informed Evolving Graphs for Demand PredictionQianru Wang, Bin Guo 0001, Yi Ouyang 0003, Kai Shu, Zhiwen Yu 0001, Huan Liu 0001. 440-456 [doi]
- SoccerMix: Representing Soccer Actions with Mixture ModelsTom Decroos, Maaike Van Roy, Jesse Davis. 459-474 [doi]
- Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTMDanilo Sorano, Fabio Carrara, Paolo Cintia, Fabrizio Falchi, Luca Pappalardo. 475-490 [doi]
- SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in SoccerJavier Fernández, Luke Bornn. 491-506 [doi]
- Stop the Clock: Are Timeout Effects Real?Niander Assis, Renato Assunção, Pedro O. S. Vaz de Melo. 507-523 [doi]
- Deep Reinforcement Learning (DRL) for Portfolio AllocationEric Benhamou, David Saltiel, Jean-Jacques Ohana, Jamal Atif, Rida Laraki. 527-531 [doi]
- Automated Quality Assurance for Hand-Held Tools via Embedded Classification and AutoMLChristoffer Löffler, Christian Nickel, Christopher Sobel, Daniel Dzibela, Jonathan Braat, Benjamin Gruhler, Philipp Woller, Nicolas Witt, Christopher Mutschler. 532-535 [doi]
- Massively Distributed Clustering via Dirichlet Process MixtureKhadidja Meguelati, Benedicte Fontez, Nadine Hilgert, Florent Masseglia, Isabelle Sanchez. 536-540 [doi]
- AutoRec: A Comprehensive Platform for Building Effective and Explainable Recommender ModelsQing Cui, Qitao Shi, Hao Qian, Caizhi Tang, Xixi Li, Yiming Zhao, Tao Jiang, Longfei Li, Jun Zhou 0011. 541-545 [doi]
- multi-imbalance: Open Source Python Toolbox for Multi-class Imbalanced ClassificationJacek Grycza, Damian Horna, Hanna Klimczak, Mateusz Lango, Kamil Plucinski, Jerzy Stefanowski. 546-549 [doi]
- VisualSynth: Democratizing Data Science in SpreadsheetsClément Gautrais, Yann Dauxais, Samuel Kolb, Arcchit Jain, Mohit Kumar 0003, Stefano Teso, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt. 550-554 [doi]
- FireAnt: Claim-Based Medical Misinformation Detection and MonitoringBranislav Pecher, Ivan Srba, Róbert Móro, Matus Tomlein, Mária Bieliková. 555-559 [doi]
- GAMA: A General Automated Machine Learning AssistantPieter Gijsbers, Joaquin Vanschoren. 560-564 [doi]
- Instructional Video Summarization Using Attentive Knowledge GroundingKyungHo Kim, Kyungjae Lee, Seung-won Hwang. 565-569 [doi]
- PrePeP: A Light-Weight, Extensible Tool for Predicting Frequent HittersChristophe Couronne, Maksim Koptelov, Albrecht Zimmermann. 570-573 [doi]