Mach. Learn. Knowl. Extr., Volume 5, Issue 4 (December 2023) Table of Contents

Efficient DRL: Transparent Decisions via Reduced Experience Replay Mach. Learn. Knowl. Extr., Volume 5, Issue 4 (December 2023) Table of Contents Highlights Read our recent reviews collection here. Read our Most Cited & Viewed papers here. Cover Story Article: Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations Robert S. Sullivan and Luca Longo Mach. Learn. Knowl. Extr. 2023, 5(4), 1433-1455; DOI: 10.3390/make5040072 Sections Data Learning Visualization Privacy Network Topology General Special Issues Open for Submissions Topical Collections (without Deadline) Data Article: PCa-Clf: A Classifier of Prostate Cancer Patients into Patients with Indolent and Aggressive Tumors Using Machine Learning Yashwanth Karthik Kumar Mamidi, Tarun Karthik Kumar Mamidi, Md Wasi Ul Kabir, Jiande Wu, Md Tamjidul Hoque and Chindo Hicks Mach. Learn. Knowl. Extr. 2023, 5(4), 1302-1319; DOI: 10.3390/make5040066 Article: Machine Learning Method for Changepoint Detection in Short Time Series Data Veronika Smejkalová, Radovan Šomplák, Martin Rosecký and Kristína Šramková Mach. Learn. Knowl. Extr. 2023, 5(4), 1407-1432; DOI: 10.3390/make5040071 Article: Social Intelligence Mining: Unlocking Insights from X Hossein Hassani, Nadejda Komendantova, Elena Rovenskaya and Mohammad Reza Yeganegi Mach. Learn. Knowl. Extr. 2023, 5(4), 1921-1936; DOI: 10.3390/make5040093 Learning Article: Brainstorming Will Never Be the Same Again—A Human Group Supported by Artificial Intelligence Franc Lavrič and Andrej Škraba Mach. Learn. Knowl. Extr. 2023, 5(4), 1282-1301; DOI: 10.3390/make5040065 Article: Deep Learning Techniques for Radar-Based Continuous Human Activity Recognition Ruchita Mehta, Sara Sharifzadeh, Vasile Palade, Bo Tan, Alireza Daneshkhah and Yordanka Karayaneva Mach. Learn. Knowl. Extr. 2023, 5(4), 1493-1518; DOI: 10.3390/make5040075 Article: Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies Michael T. Mapundu, Chodziwadziwa W. Kabudula, Eustasius Musenge, Victor Olago and Turgay Celik Mach. Learn. Knowl. Extr. 2023, 5(4), 1570-1588; DOI: 10.3390/make5040079 Article: FCIoU: A Targeted Approach for Improving Minority Class Detection in Semantic Segmentation Systems Jonathan Plangger, Mohamed Atia and Hicham Chaoui Mach. Learn. Knowl. Extr. 2023, 5(4), 1746-1759; DOI: 10.3390/make5040085 Article: Explainable Artificial Intelligence Using Expressive Boolean Formulas Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadıoğlu, Sima E. Borujeni and Helmut G. Katzgraber Mach. Learn. Knowl. Extr. 2023, 5(4), 1760-1795; DOI: 10.3390/make5040086 Article: Analysing Semi-Supervised ConvNet Model Performance with Computation Processes Elie Neghawi and Yan Liu Mach. Learn. Knowl. Extr. 2023, 5(4), 1848-1876; DOI: 10.3390/make5040089 Article: Bayesian Network Structural Learning Using Adaptive Genetic Algorithm with Varying Population Size Rafael Rodrigues Mendes Ribeiro and Carlos Dias Maciel Mach. Learn. Knowl. Extr. 2023, 5(4), 1877-1887; DOI: 10.3390/make5040090 Article: Solving Partially Observable 3D-Visual Tasks with Visual Radial Basis Function Network and Proximal Policy Optimization Julien Hautot, Céline Teulière and Nourddine Azzaoui Mach. Learn. Knowl. Extr. 2023, 5(4), 1888-1904; DOI: 10.3390/make5040091 Article: Effective Detection of Epileptic Seizures through EEG Signals Using Deep Learning Approaches Sakorn Mekruksavanich and Anuchit Jitpattanakul Mach. Learn. Knowl. Extr. 2023, 5(4), 1937-1952; DOI: 10.3390/make5040094 Systematic Review: Human Pose Estimation Using Deep Learning: A Systematic Literature Review Esraa Samkari, Muhammad Arif, Manal Alghamdi and Mohammed A. Al Ghamdi Mach. Learn. Knowl. Extr. 2023, 5(4), 1612-1659; DOI: 10.3390/make5040081 Visualization Review: A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS Juan Terven, Diana-Margarita Córdova-Esparza and Julio-Alejandro Romero-González Mach. Learn. Knowl. Extr. 2023, 5(4), 1680-1716; DOI: 10.3390/make5040083 Article: Optimal Topology of Vision Transformer for Real-Time Video Action Recognition in an End-To-End Cloud Solution Saman Sarraf and Milton Kabia Mach. Learn. Knowl. Extr. 2023, 5(4), 1320-1339; DOI: 10.3390/make5040067 Article: Mssgan: Enforcing Multiple Generators to Learn Multiple Subspaces to Avoid the Mode Collapse Miguel S. Soriano-Garcia, Ricardo Sevilla-Escoboza and Angel Garcia-Pedrero Mach. Learn. Knowl. Extr. 2023, 5(4), 1456-1473; DOI: 10.3390/make5040073 Article: Similarity-Based Framework for Unsupervised Domain Adaptation: Peer Reviewing Policy for Pseudo-Labeling Joel Arweiler, Cihan Ates, Jesus Cerquides, Rainer Koch and Hans-Jörg Bauer Mach. Learn. Knowl. Extr. 2023, 5(4), 1474-1492; DOI: 10.3390/make5040074 Privacy Review: When Federated Learning Meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan and Gouenou Coatrieux Mach. Learn. Knowl. Extr. 2023, 5(4), 1382-1406; DOI: 10.3390/make5040070 Article: FairCaipi: A Combination of Explanatory Interactive and Fair Machine Learning for Human and Machine Bias Reduction Louisa Heidrich, Emanuel Slany, Stephan Scheele and Ute Schmid Mach. Learn. Knowl. Extr. 2023, 5(4), 1519-1538; DOI: 10.3390/make5040076 Article: Evaluating the Role of Machine Learning in Defense Applications and Industry Evaldo Jorge Alcántara Suárez and Victor Monzon Baeza Mach. Learn. Knowl. Extr. 2023, 5(4), 1557-1569; DOI: 10.3390/make5040078 Article: Active Learning in the Detection of Anomalies in Cryptocurrency Transactions Leandro L. Cunha, Miguel A. Brito, Domingos F. Oliveira and Ana P. Martins Mach. Learn. Knowl. Extr. 2023, 5(4), 1717-1745; DOI: 10.3390/make5040084 Network Article: Beyond Weisfeiler–Lehman with Local Ego-Network Encodings Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner and Vicenç Gómez Mach. Learn. Knowl. Extr. 2023, 5(4), 1234-1265; DOI: 10.3390/make5040063 Article: Reconstruction-Based Adversarial Attack Detection in Vision-Based Autonomous Driving Systems Manzoor Hussain and Jang-Eui Hong Mach. Learn. Knowl. Extr. 2023, 5(4), 1589-1611; DOI: 10.3390/make5040080 Topology Article: Generalized Permutants and Graph GENEOs Faraz Ahmad, Massimo Ferri and Patrizio Frosini Mach. Learn. Knowl. Extr. 2023, 5(4), 1905-1920; DOI: 10.3390/make5040092 General Article: Unraveling COVID-19 Dynamics via Machine Learning and XAI: Investigating Variant Influence and Prognostic Classification Oliver Lohaj, Ján Paralič, Peter Bednár, Zuzana Paraličová and Matúš Huba Mach. Learn. Knowl. Extr. 2023, 5(4), 1266-1281; DOI: 10.3390/make5040064 Article: Predicting the Long-Term Dependencies in Time Series Using Recurrent Artificial Neural Networks Cristian Ubal, Gustavo Di-Giorgi, Javier E. Contreras-Reyes and Rodrigo Salas Mach. Learn. Knowl. Extr. 2023, 5(4), 1340-1358; DOI: 10.3390/make5040068 Article: Entropy-Aware Time-Varying Graph Neural Networks with Generalized Temporal Hawkes Process: Dynamic Link Prediction in the Presence of Node Addition and Deletion Bahareh Najafi, Saeedeh Parsaeefard and Alberto Leon-Garcia Mach. Learn. Knowl. Extr. 2023, 5(4), 1359-1381; DOI: 10.3390/make5040069 Article: Enhancing Electrocardiogram (ECG) Analysis of Implantable Cardiac Monitor Data: An Efficient Pipeline for Multi-Label Classification Amnon Bleich, Antje Linnemann, Benjamin Jaidi, Björn H. Diem and Tim O. F. Conrad Mach. Learn. Knowl. Extr. 2023, 5(4), 1539-1556; DOI: 10.3390/make5040077 Article: Proximal Policy Optimization-Based Reinforcement Learning and Hybrid Approaches to Explore the Cross Array Task Optimal Solution Samuel Corecco, Giorgia Adorni and Luca Maria Gambardella Mach. Learn. Knowl. Extr. 2023, 5(4), 1660-1679; DOI: 10.3390/make5040082 Article: Detecting Adversarial Examples Using Surrogate Models Borna Feldsar, Rudolf Mayer and Andreas Rauber Mach. Learn. Knowl. Extr. 2023, 5(4), 1796-1825; DOI: 10.3390/make5040087 Article: Android Malware Classification Based on Fuzzy Hashing Visualization Horacio Rodriguez-Bazan, Grigori Sidorov and Ponciano Jorge Escamilla-Ambrosio Mach. Learn. Knowl. Extr. 2023, 5(4), 1826-1847; DOI: 10.3390/make5040088 Article: Statistical Analysis of Imbalanced Classification with Training Size Variation and Subsampling on Datasets of Research Papers in Biomedical Literature Jose Dixon and Md Rahman Mach. Learn. Knowl. Extr. 2023, 5(4), 1953-1978; DOI: 10.3390/make5040095 Special Issues Open for Submissions Advances in Explainable Artificial Intelligence (XAI): 2nd Edition (Deadline: 29 February 2024) Transparency of Deep Neural Networks and Complex Tree Ensembles (Deadline: 31 March 2024) Sustainable Applications for Machine Learning (Deadline: 2 July 2024) Large Language Models: Methods and Applications (Deadline: 31 July 2024) To access the full list of Special Issues, please click here Topical Collection (without Deadline) Extravaganza Feature Papers on Hot Topics in Machine Learning and Knowledge Extraction To access the full list of Topical Collections, please click here Manage your journal subscriptions | Unsubscribe MDPI Postfach, CH-4020 Basel, Switzerland Office: St. Alban-Anlage 66, CH-4052 Basel, Switzerland Tel. +41 61 683 77 34 www.mdpi.com