Journal: Machine Learning and Knowledge Extraction

Volume 5, Issue 4

1234 -- 1265Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez. Beyond Weisfeiler-Lehman with Local Ego-Network Encodings
1266 -- 1281Oliver Lohaj, Ján Paralic, Peter Bednár, Zuzana Paralicová, Matús Huba. Unraveling COVID-19 Dynamics via Machine Learning and XAI: Investigating Variant Influence and Prognostic Classification
1282 -- 1301Franc Lavric, Andrej Skraba. Brainstorming Will Never Be the Same Again - A Human Group Supported by Artificial Intelligence
1302 -- 1319Yashwanth Karthik Kumar Mamidi, Tarun Karthik Kumar Mamidi, Md Wasi Ul Kabir, Jiande Wu, Md. Tamjidul Hoque, Chindo Hicks. PCa-Clf: A Classifier of Prostate Cancer Patients into Patients with Indolent and Aggressive Tumors Using Machine Learning
1320 -- 1339Saman Sarraf, Milton Kabia. Optimal Topology of Vision Transformer for Real-Time Video Action Recognition in an End-To-End Cloud Solution
1340 -- 1358Cristian Ubal, Gustavo L. Di Giorgi, Javier E. Contreras-Reyes, Rodrigo Salas 0001. Predicting the Long-Term Dependencies in Time Series Using Recurrent Artificial Neural Networks
1359 -- 1381Bahareh Najafi, Saeedeh Parsaeefard, Alberto Leon-Garcia. Entropy-Aware Time-Varying Graph Neural Networks with Generalized Temporal Hawkes Process: Dynamic Link Prediction in the Presence of Node Addition and Deletion
1382 -- 1406Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux. When Federated Learning Meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection
1407 -- 1432Veronika Smejkalová, Radovan Somplák, Martin Rosecký, Kristína Sramková. Machine Learning Method for Changepoint Detection in Short Time Series Data
1433 -- 1455Robert S. Sullivan, Luca Longo. Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations
1456 -- 1473Miguel Garcia-Hidalgo, Ricardo Sevilla-Escoboza, Angel García-Pedrero. Mssgan: Enforcing Multiple Generators to Learn Multiple Subspaces to Avoid the Mode Collapse
1474 -- 1492Joel Arweiler, Cihan Ates, Jesús Cerquides, Rainer Koch, Hans-Jörg Bauer. Similarity-Based Framework for Unsupervised Domain Adaptation: Peer Reviewing Policy for Pseudo-Labeling
1493 -- 1518Ruchita Mehta, Sara Sharifzadeh, Vasile Palade, Bo Tan 0003, Alireza Daneshkhah, Yordanka Karayaneva. Deep Learning Techniques for Radar-Based Continuous Human Activity Recognition
1519 -- 1538Louisa Heidrich, Emanuel Slany, Stephan Scheele, Ute Schmid. FairCaipi: A Combination of Explanatory Interactive and Fair Machine Learning for Human and Machine Bias Reduction
1539 -- 1556Amnon Bleich, Antje Linnemann, Benjamin Jaidi, Björn H. Diem, Tim O. F. Conrad. Enhancing Electrocardiogram (ECG) Analysis of Implantable Cardiac Monitor Data: An Efficient Pipeline for Multi-Label Classification
1557 -- 1569Evaldo Jorge Alcántara Suárez, Victor Monzon Baeza. Evaluating the Role of Machine Learning in Defense Applications and Industry
1570 -- 1588Michael Mapundu, Chodziwadziwa W. Kabudula, Eustasius Musenge, Victor Olago, Turgay Çelik 0001. Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies
1589 -- 1611Manzoor Hussain, Jang-Eui Hong. Reconstruction-Based Adversarial Attack Detection in Vision-Based Autonomous Driving Systems
1612 -- 1659Esraa Samkari, Muhammad Arif 0006, Manal Alghamdi, Mohammed A. Al Ghamdi. Human Pose Estimation Using Deep Learning: A Systematic Literature Review
1660 -- 1679Samuel Corecco, Giorgia Adorni, Luca Maria Gambardella. Proximal Policy Optimization-Based Reinforcement Learning and Hybrid Approaches to Explore the Cross Array Task Optimal Solution
1680 -- 1716Juan R. Terven, Diana Margarita Córdova Esparza, Julio-Alejandro Romero-González. A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS
1717 -- 1745Leandro L. Cunha, Miguel A. Brito, Domingos F. Oliveira, Ana P. Martins. Active Learning in the Detection of Anomalies in Cryptocurrency Transactions
1746 -- 1759Jonathan Plangger, Mohamed M. Atia, Hicham Chaoui. FCIoU: A Targeted Approach for Improving Minority Class Detection in Semantic Segmentation Systems
1760 -- 1795Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber. Explainable Artificial Intelligence Using Expressive Boolean Formulas
1796 -- 1825Borna Feldsar, Rudolf Mayer, Andreas Rauber. Detecting Adversarial Examples Using Surrogate Models
1826 -- 1847Horacio Rodriguez-Bazan, Grigori Sidorov, Ponciano Jorge Escamilla-Ambrosio. Android Malware Classification Based on Fuzzy Hashing Visualization
1848 -- 1876Elie Neghawi, Yan Liu 0001. Analysing Semi-Supervised ConvNet Model Performance with Computation Processes
1877 -- 1887Rafael Rodrigues Mendes Ribeiro, Carlos Dias Maciel. Bayesian Network Structural Learning Using Adaptive Genetic Algorithm with Varying Population Size
1888 -- 1904Julien Hautot, Céline Teulière, Nourddine Azzaoui. Solving Partially Observable 3D-Visual Tasks with Visual Radial Basis Function Network and Proximal Policy Optimization
1905 -- 1920Faraz Ahmad, Massimo Ferri, Patrizio Frosini. Generalized Permutants and Graph GENEOs
1921 -- 1936Hossein Hassani 0002, Nadejda Komendantova, Elena A. Rovenskaya, Mohammad Reza Yeganegi. Social Intelligence Mining: Unlocking Insights from X
1937 -- 1952Sakorn Mekruksavanich, Anuchit Jitpattanakul. Effective Detection of Epileptic Seizures through EEG Signals Using Deep Learning Approaches
1953 -- 1978Jose Dixon, Md Rahman. Statistical Analysis of Imbalanced Classification with Training Size Variation and Subsampling on Datasets of Research Papers in Biomedical Literature