Journal: Machine Learning and Knowledge Extraction

Volume 3, Issue 4

771 -- 787Rikta Sen, Ashis Kumar Mandal, Basabi Chakraborty. A Critical Study on Stability Measures of Feature Selection with a Novel Extension of Lustgarten Index
788 -- 801Sergio Yovine, Franz Mayr, Sebastián Sosa, Ramiro Visca. An Assessment of the Application of Private Aggregation of Ensemble Models to Sensible Data
802 -- 818M. V. P. T. Lakshika, H. A. Caldera. Knowledge Graphs Representation for Event-Related E-News Articles
819 -- 834George Onoufriou, Paul Mayfield, Georgios Leontidis. Fully Homomorphically Encrypted Deep Learning as a Service
835 -- 862Saim Rasheed. A Review of the Role of Machine Learning Techniques towards Brain-Computer Interface Applications
863 -- 878Xuanchen Xiang, Simon Y. Foo, Huanyu Zang. Recent Advances in Deep Reinforcement Learning Applications for Solving Partially Observable Markov Decision Processes (POMDP) Problems Part 2 - Applications in Transportation, Industries, Communications and Networking and More Topics
879 -- 899Christos Ferles, Yannis Papanikolaou, Stylianos P. Savaidis, Stelios A. Mitilineos. Deep Self-Organizing Map of Convolutional Layers for Clustering and Visualizing Image Data
900 -- 921Mi-Young Kim, Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, Osmar R. Zaïane, Mohammad H. Motallebi, Juliano Rabelo, Talat Iqba Syed, Hengshuai Yao, Peter Chun. A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence
922 -- 945Shaw-hwa Lo, Yiqiao Yin. Language Semantics Interpretation with an Interaction-Based Recurrent Neural Network
946 -- 965Sourav Malakar, Saptarsi Goswami, Bhaswati Ganguli, Amlan Chakrabarti, Sugata Sen Roy, K. Boopathi, A. G. Rangaraj. A Novel Feature Representation for Prediction of Global Horizontal Irradiance Using a Bidirectional Model
966 -- 989Vanessa Buhrmester, David Münch, Michael Arens. Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey
990 -- 1008Joakim Olav Valand, Haris Kadragic, Steven Alexander Hicks, Vajira Lasantha Thambawita, Cise Midoglu, Tomas Kupka, Dag Johansen, Michael Alexander Riegler, Pål Halvorsen. AI-Based Video Clipping of Soccer Events
1009 -- 1029Ali Can Kara, Firat Hardalaç. Detection and Classification of Knee Injuries from MR Images Using the MRNet Dataset with Progressively Operating Deep Learning Methods
1030 -- 1054Olav A. Norgård Rongved, Markus Stige, Steven Alexander Hicks, Vajira Lasantha Thambawita, Cise Midoglu, Evi Zouganeli, Dag Johansen, Michael Alexander Riegler, Pål Halvorsen. Automated Event Detection and Classification in Soccer: The Potential of Using Multiple Modalities

Volume 3, Issue 3

525 -- 541Muhammad Rehman Zafar, Naimul Khan 0001. Deterministic Local Interpretable Model-Agnostic Explanations for Stable Explainability
542 -- 553Mario Manzo, Simone Pellino. Voting in Transfer Learning System for Ground-Based Cloud Classification
554 -- 581Xuanchen Xiang, Simon Foo 0001. Recent Advances in Deep Reinforcement Learning Applications for Solving Partially Observable Markov Decision Processes (POMDP) Problems: Part 1 - Fundamentals and Applications in Games, Robotics and Natural Language Processing
582 -- 600Farhad Khosrojerdi, Stéphane Gagnon, Raul Valverde. Proposing an Ontology Model for Planning Photovoltaic Systems
601 -- 614Hongbin Lin, Wu Zheng, Xiuping Peng. Orientation-Encoding CNN for Point Cloud Classification and Segmentation
615 -- 661Giulia Vilone, Luca Longo. Classification of Explainable Artificial Intelligence Methods through Their Output Formats
662 -- 671Jonas Herskind Sejr, Peter Schneider-Kamp, Naeem Ayoub. Surrogate Object Detection Explainer (SODEx) with YOLOv4 and LIME
672 -- 694Lizhen Tang, Qusay H. Mahmoud. A Survey of Machine Learning-Based Solutions for Phishing Website Detection
695 -- 719Adam Pickens, Saptarshi Sengupta. Benchmarking Studies Aimed at Clustering and Classification Tasks Using K-Means, Fuzzy C-Means and Evolutionary Neural Networks
720 -- 739Joaquim Carreras, Rifat A. Hamoudi. Artificial Neural Network Analysis of Gene Expression Data Predicted Non-Hodgkin Lymphoma Subtypes with High Accuracy
740 -- 770Samanta Knapic, Avleen Malhi, Rohit Saluja, Kary Främling. Explainable Artificial Intelligence for Human Decision Support System in the Medical Domain

Volume 3, Issue 2

299 -- 317Patrick Schrempf, Hannah Watson, Eunsoo Park, Maciej Pajak, Hamish MacKinnon, Keith W. Muir, David Harris-Birtill, Alison Q. O'Neil. Templated Text Synthesis for Expert-Guided Multi-Label Extraction from Radiology Reports
318 -- 332Amin Anjomshoaa, Edward Curry. Transfer Learning in Smart Environments
333 -- 356Pavlos Papadopoulos, Will Abramson, Adam J. Hall, Nikolaos Pitropakis, William J. Buchanan. Privacy and Trust Redefined in Federated Machine Learning
357 -- 373Umberto Michelucci, Francesca Venturini. Estimating Neural Network's Performance with Bootstrap: A Tutorial
374 -- 391Mara Graziani, Thomas Lompech, Henning Müller, Adrien Depeursinge, Vincent Andrearczyk. On the Scale Invariance in State of the Art CNNs Trained on ImageNet
392 -- 413Stefan Studer, Thanh Binh Bui, Christian Drescher, Alexander Hanuschkin, Ludwig Winkler, Steven Peters, Klaus-Robert Müller. Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology
414 -- 434Liangfei Zhang, Ognjen Arandjelovic. Review of Automatic Microexpression Recognition in the Past Decade
435 -- 452Marko Horvat, Alan Jovic, Kristijan Burnik. Assessing the Robustness of Cluster Solutions in Emotionally-Annotated Pictures Using Monte-Carlo Simulation Stabilized K-Means Algorithm
453 -- 466Keqing Ning, Zhihao Zhang, Kai Han, Siyu Han, Xiqing Zhang. Single-Core Multiscale Residual Network for the Super Resolution of Liquid Metal Specimen Images
467 -- 480Ayan Bhattacharya. Hardness of Learning in Rich Environments and Some Consequences for Financial Markets
481 -- 506Albert Whata, Charles Chimedza. A Machine Learning Evaluation of the Effects of South Africa's COVID-19 Lockdown Measures on Population Mobility
507 -- 524Holger R. Roth, Dong Yang 0005, Ziyue Xu, Xiaosong Wang, Daguang Xu. Going to Extremes: Weakly Supervised Medical Image Segmentation

Volume 3, Issue 1

1 -- 13Benjamin M. Abdel-Karim, Alexander Benlian, Oliver Hinz. The Predictive Value of Data from Virtual Investment Communities
14 -- 33Yu Wei, Matthew P. Thompson, Erin J. Belval, David E. Calkin, Jude Bayham. Understand Daily Fire Suppression Resource Ordering and Assignment Patterns by Unsupervised Learning
34 -- 55Viktor Reshniak, Clayton G. Webster. Robust Learning with Implicit Residual Networks
56 -- 83Lukas Fischer, Lisa Ehrlinger, Verena Geist, Rudolf Ramler, Florian Sobiezky, Werner Zellinger, David Brunner, Mohit Kumar 0001, Bernhard Moser. AI System Engineering - Key Challenges and Lessons Learned
84 -- 94Liang Zhang, Jingqun Li, Bin Zhou 0004, Yan Jia 0001. Rumor Detection Based on SAGNN: Simplified Aggregation Graph Neural Networks
95 -- 122Kilho Shin, Taichi Ishikawa, Yu-Lu Liu, David Lawrence Shepard. Learning DOM Trees of Web Pages by Subpath Kernel and Detecting Fake e-Commerce Sites
123 -- 167Lars Patrick Hillebrand, David Biesner, Christian Bauckhage, Rafet Sifa. Interpretable Topic Extraction and Word Embedding Learning Using Non-Negative Tensor DEDICOM
168 -- 169. Acknowledgment to Reviewers of MAKE in 2020
170 -- 204Michael C. Thrun, Alfred Ultsch, Lutz Breuer. Explainable AI Framework for Multivariate Hydrochemical Time Series
205 -- 227Franz Mayr, Sergio Yovine, Ramiro Visca. Property Checking with Interpretable Error Characterization for Recurrent Neural Networks
228 -- 242Christos T. Alexakos, Yannis L. Karnavas, Maria Drakaki, Ioannis A. Tziafettas. A Combined Short Time Fourier Transform and Image Classification Transformer Model for Rolling Element Bearings Fault Diagnosis in Electric Motors
243 -- 262Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch. Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging
263 -- 283Callum Hughes, Maxim Filimonov, Alison Wray, Irena Spasic. Leaving No Stone Unturned: Flexible Retrieval of Idiomatic Expressions from a Large Text Corpus
284 -- 298Frank Emmert-Streib. From the Digital Data Revolution toward a Digital Society: Pervasiveness of Artificial Intelligence