Journal: Machine Learning and Knowledge Extraction

Volume 4, Issue 2

316 -- 349Nicholas Asher, Lucas de Lara, Soumya Paul, Chris Russell 0001. Counterfactual Models for Fair and Adequate Explanations
350 -- 370Tareq Tayeh, Sulaiman A. Aburakhia, Ryan Myers, Abdallah Shami. An Attention-Based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series
371 -- 396Kabul Kurniawan, Andreas Ekelhart, Elmar Kiesling, Dietmar Winkler 0001, Gerald Quirchmayr, A Min Tjoa. VloGraph: A Virtual Knowledge Graph Framework for Distributed Security Log Analysis
397 -- 417Bahareh Najafi, Saeedeh Parsaeefard, Alberto Leon-Garcia. Missing Data Estimation in Temporal Multilayer Position-Aware Graph Neural Network (TMP-GNN)
418 -- 431Tomonari Horikawa, Munenori Takahashi, Masaki Endo, Shigeyoshi Ohno, Masaharu Hirota, Hiroshi Ishikawa 0004. Estimating the Best Time to View Cherry Blossoms Using Time-Series Forecasting Method
432 -- 445Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong. Knowledgebra: An Algebraic Learning Framework for Knowledge Graph
446 -- 473Vasileios Linardos, Maria Drakaki, Panagiotis Tzionas, Yannis L. Karnavas. Machine Learning in Disaster Management: Recent Developments in Methods and Applications
474 -- 487Anastazia Zunic, Padraig Corcoran, Irena Spasic. The Case of Aspect in Sentiment Analysis: Seeking Attention or Co-Dependency?
488 -- 501Amirarsalan Rajabi, Özlem Özmen Garibay. TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks
502 -- 518Nyle Siddiqui, Rushit Dave, Mounika Vanamala, Naeem Seliya. Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication
519 -- 541Anastasia Gurina, Vladimir Eliseev. Quality Criteria and Method of Synthesis for Adversarial Attack-Resistant Classifiers
542 -- 555Cornelia Ferner, Stefan Wegenkittl. Benefits from Variational Regularization in Language Models
556 -- 579Alessa Angerschmid, Jianlong Zhou, Kevin Theuermann, Fang Chen 0001, Andreas Holzinger. Fairness and Explanation in AI-Informed Decision Making