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

Volume 5, Issue 3

684 -- 712Hanruo Zhu, Ziquan Zhu, Shuihua Wang, Yu-Dong Zhang 0001. CovC-ReDRNet: A Deep Learning Model for COVID-19 Classification
713 -- 724Angel Pina, Corbin Petersheim, Josh Cherian, Joanna Lahey, Gerianne Alexander, Tracy Hammond. Using Machine Learning with Eye-Tracking Data to Predict if a Recruiter Will Approve a Resume
725 -- 745Jianfeng Li, Xiaoqin Lian. Research on Forest Fire Detection Algorithm Based on Improved YOLOv5
746 -- 762Kristian Miok, Padraig Corcoran, Irena Spasic. The Value of Numbers in Clinical Text Classification
763 -- 781Fábio Eid Morooka, Adalberto Manoel Junior, Tiago F. A. C. Sigahi, Jefferson Souza Pinto, Izabela Simon Rampasso, Rosley Anholon. Deep Learning and Autonomous Vehicles: Strategic Themes, Applications, and Research Agenda Using SciMAT and Content-Centric Analysis, a Systematic Review
782 -- 802David Muhr, Michael Affenzeller, Josef Küng. A Probabilistic Transformation of Distance-Based Outliers
803 -- 829Peter Salamon, David Salamon, Vito Adrian Cantu, Michelle An, Tyler Perry, Robert A. Edwards, Anca M. Segall. Classification Confidence in Exploratory Learning: A User's Guide
830 -- 846Daniel Klosa, Christof Büskens. Low Cost Evolutionary Neural Architecture Search (LENAS) Applied to Traffic Forecasting
847 -- 867Ala Alam Falaki, Robin Gras. Efficient Latent Space Compression for Lightning-Fast Fine-Tuning and Inference of Transformer-Based Models
868 -- 890Brian Lewandowski, Randy C. Paffenroth. Autoencoder Feature Residuals for Network Intrusion Detection: One-Class Pretraining for Improved Performance
891 -- 921Mahmood Ul Haq, Muhammad Athar Javed Sethi, Atiq ur Rehman 0002. Capsule Network with Its Limitation, Modification, and Applications - A Survey
922 -- 936Hosein Barzekar, Susan McRoy. Achievable Minimally-Contrastive Counterfactual Explanations
937 -- 956Litao Qiao, Weijia Wang 0002, Bill Lin 0001. Alternative Formulations of Decision Rule Learning from Neural Networks
957 -- 978Phillip Czech, Markus Braun 0003, Ulrich Kreßel, Bin Yang 0009. Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera Views with Spatio-Temporal Ego-Motion Estimation
979 -- 1009Dylan Molinié, Kurosh Madani, Véronique Amarger, Abdennasser Chebira. Identifying the Regions of a Space with the Self-Parameterized Recursively Assessed Decomposition Algorithm (SPRADA)
1010 -- 1022Paolo Gabriel Cachi, Sebastián Ventura, Krzysztof J. Cios. Improving Spiking Neural Network Performance with Auxiliary Learning
1023 -- 1035Mohammad MohammadAmini, Marcia Jesus, Davood Fanaei Sheikholeslami, Paulo Alves, Aliakbar Hassanzadeh Benam, Fatemeh Hariri. Artificial Intelligence Ethics and Challenges in Healthcare Applications: A Comprehensive Review in the Context of the European GDPR Mandate
1036 -- 1054Frank Emmert-Streib. Defining a Digital Twin: A Data Science-Based Unification
1055 -- 1075Rebecca Potts, Rick Hackney, Georgios Leontidis. Tabular Machine Learning Methods for Predicting Gas Turbine Emissions
1076 -- 1118Michael C. Thrun, Julian Märte, Quirin Stier. Analyzing Quality Measurements for Dimensionality Reduction
1119 -- 1130Alexandre Hudon, Kingsada Phraxayavong, Stéphane Potvin, Alexandre Dumais. Comparing the Performance of Machine Learning Algorithms in the Automatic Classification of Psychotherapeutic Interactions in Avatar Therapy
1132 -- 1148Jorge Enrique Coyac-Torres, Grigori Sidorov, Eleazar Aguirre Anaya, Gerardo Hernandez-Oregon. Cyberattack Detection in Social Network Messages Based on Convolutional Neural Networks and NLP Techniques
1149 -- 1175Taja Kuzman, Igor Mozetic, Nikola Ljubesic. Automatic Genre Identification for Robust Enrichment of Massive Text Collections: Investigation of Classification Methods in the Era of Large Language Models
1176 -- 1194Sarwat Ali, M. Arif Wani. Gradient-Based Neural Architecture Search: A Comprehensive Evaluation
1195 -- 1213Mohammad H. Alshayeji. Early Thyroid Risk Prediction by Data Mining and Ensemble Classifiers
1214 -- 1233Chandana Priya Nivarthi, Stephan Vogt, Bernhard Sick. Multi-Task Representation Learning for Renewable-Power Forecasting: A Comparative Analysis of Unified Autoencoder Variants and Task-Embedding Dimensions

Volume 5, Issue 1

1 -- 13Blaz Skrlj, Matej Bevec, Nada Lavrac. Multimodal AutoML via Representation Evolution
14 -- 28Vitalijs Fescenko, Janis Arents, Roberts Kadikis. Synthetic Data Generation for Visual Detection of Flattened PET Bottles
29 -- 42Alanoud Mohammed Alduailaj, Aymen Belghith. Detecting Arabic Cyberbullying Tweets Using Machine Learning
43 -- 58Weihang Zhang, Ovidiu Serban, Jiahao Sun, Yike Guo. IPPT4KRL: Iterative Post-Processing Transfer for Knowledge Representation Learning
59 -- 77Vladimir Araujo, Marie-Francine Moens, Alvaro Soto. Learning Sentence-Level Representations with Predictive Coding
78 -- 108Tobias Clement, Nils Kemmerzell, Mohamed Abdelaal 0001, Michael Amberg. XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process
109 -- 127Yuto Omae, Masaya Mori. E2H Distance-Weighted Minimum Reference Set for Numerical and Categorical Mixture Data and a Bayesian Swap Feature Selection Algorithm
128 -- 143Neil Hwang, Shirshendu Chatterjee, Yanming Di, Sharmodeep Bhattacharyya. Detection of Temporal Shifts in Semantics Using Local Graph Clustering
144 -- 168Adeilson Antonio da Silva, Maurício Pamplona Segundo. On Deceiving Malware Classification with Section Injection
169 -- 170Jochen Garcke, Ribana Roscher. Explainable Machine Learning
171 -- 172. Acknowledgment to the Reviewers of Machine Learning and Knowledge Extraction in 2022
173 -- 174Edgar R. Weippl, Andreas Holzinger, Peter Kieseberg. Special Issue "Selected Papers from CD-MAKE 2020 and ARES 2020"
175 -- 198Omar Enzo Santangelo, Vito Gentile, Stefano Pizzo, Domiziana Giordano, Fabrizio Cedrone. Machine Learning and Prediction of Infectious Diseases: A Systematic Review
199 -- 236Aniss Aiman Medbouhi, Vladislav Polianskii, Anastasia Varava, Danica Kragic. InvMap and Witness Simplicial Variational Auto-Encoders
237 -- 251Matt Jensen, Trent Stellingwerff, Courtney Pollock, James M. Wakeling, Marc Klimstra. Can Principal Component Analysis Be Used to Explore the Relationship of Rowing Kinematics and Force Production in Elite Rowers during a Step Test? A Pilot Study
252 -- 268Hassan Noroznia, Majid Gandomkar, Javad Nikoukar, Ali Aranizadeh, Mirpouya Mirmozaffari. A Novel Pipeline Age Evaluation: Considering Overall Condition Index and Neural Network Based on Measured Data
269 -- 286Federico Cabitza, Andrea Campagner, Chiara Natali, Enea Parimbelli, Luca Ronzio, Matteo Cameli. Painting the Black Box White: Experimental Findings from Applying XAI to an ECG Reading Setting
287 -- 303Haeyong Kang, Chang D. Yoo. Skew Class-Balanced Re-Weighting for Unbiased Scene Graph Generation
304 -- 329Emilija Strelcenia, Simant Prakoonwit. A Survey on GAN Techniques for Data Augmentation to Address the Imbalanced Data Issues in Credit Card Fraud Detection
330 -- 345Talal H. Noor. Human Action Recognition-Based IoT Services for Emergency Response Management
346 -- 358Mattia G. Bergomi, Massimo Ferri, Alessandro Mella, Pietro Vertechi. Generalized Persistence for Equivariant Operators in Machine Learning
359 -- 383Abdulsalam Hajmohamad, Hasan Koyuncu. 3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification
384 -- 399Zhaoyi Yuan, Hao Ding, Guoqing Chao, Mingqiang Song, Lei Wang, Weiping Ding 0001, Dianhui Chu. A Diabetes Prediction System Based on Incomplete Fused Data Sources
400 -- 417Ryan Bluteau, Robin Gras. Lottery Ticket Search on Untrained Models with Applied Lottery Sample Selection
418 -- 430Deepak Vivekanandan, Samuel Wirth, Patrick Karlbauer, Noah Klarmann. A Reinforcement Learning Approach for Scheduling Problems with Improved Generalization through Order Swapping
431 -- 447Marcos Hernández Rodríguez, Luis Gonzaga Baca Ruiz, David Criado-Ramón, Maria del Carmen Pegalajar Jiménez. Artificial Intelligence-Based Prediction of Spanish Energy Pricing and Its Impact on Electric Consumption
448 -- 459Yu-Shan Shih, Yi-Hung Kung. Tree-Structured Model with Unbiased Variable Selection and Interaction Detection for Ranking Data
460 -- 472Lucia Summers, Alyssa N. Shallenberger, John Cruz, Lawrence V. Fulton. A Multi-Input Machine Learning Approach to Classifying Sex Trafficking from Online Escort Advertisements
473 -- 490Gaurav Nanda, Aparajita Jaiswal, Hugo Castellanos, Yuzhe Zhou, Alex Choi, Alejandra J. Magana. Evaluating the Coverage and Depth of Latent Dirichlet Allocation Topic Model in Comparison with Human Coding of Qualitative Data: The Case of Education Research
491 -- 511Karthik Santhanaraj, Dinakaran Devaraj, Ramya Mm, Joshuva Arockia Dhanraj, Kuppan Ramanathan. Biologically Inspired Self-Organizing Computational Model to Mimic Infant Learning
512 -- 538Amar Shukla, Rajeev Tiwari, Shamik Tiwari. Alzheimer's Disease Detection from Fused PET and MRI Modalities Using an Ensemble Classifier
539 -- 559Maresa Schröder, Alireza Zamanian, Narges Ahmidi. What about the Latent Space? The Need for Latent Feature Saliency Detection in Deep Time Series Classification
560 -- 596Shrooq Algarni, Frederick T. Sheldon. Systematic Review of Recommendation Systems for Course Selection
597 -- 610Andrée C. Ehresmann, Mathias Béjean, Jean-Paul Vanbremeersch. A Mathematical Framework for Enriching Human-Machine Interactions
611 -- 668Qinghua Zhou, Jiaji Wang, Xiang Yu, Shuihua Wang, Yudong Zhang 0001. A Survey of Deep Learning for Alzheimer's Disease
669 -- 683Maryam Kafikang, Abdeltawab M. Hendawi. Drug-Drug Interaction Extraction from Biomedical Text Using Relation BioBERT with BLSTM