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Machine Learning and Knowledge Extraction, Volume 3
Volume 3, Number 1, March 2021
- Benjamin M. Abdel-Karim
, Alexander Benlian
, Oliver Hinz
:
The Predictive Value of Data from Virtual Investment Communities. 1-13 - Yu Wei
, Matthew P. Thompson
, Erin J. Belval, David E. Calkin, Jude Bayham:
Understand Daily Fire Suppression Resource Ordering and Assignment Patterns by Unsupervised Learning. 14-33 - Viktor Reshniak
, Clayton G. Webster
:
Robust Learning with Implicit Residual Networks. 34-55 - Lukas Fischer
, Lisa Ehrlinger
, Verena Geist
, Rudolf Ramler
, Florian Sobieczky
, Werner Zellinger
, David Brunner
, Mohit Kumar
, Bernhard Moser
:
AI System Engineering - Key Challenges and Lessons Learned. 56-83 - Liang Zhang
, Jingqun Li, Bin Zhou, Yan Jia:
Rumor Detection Based on SAGNN: Simplified Aggregation Graph Neural Networks. 84-94 - Kilho Shin, Taichi Ishikawa, Yu-Lu Liu
, David Lawrence Shepard:
Learning DOM Trees of Web Pages by Subpath Kernel and Detecting Fake e-Commerce Sites. 95-122 - Lars Patrick Hillebrand
, David Biesner
, Christian Bauckhage, Rafet Sifa:
Interpretable Topic Extraction and Word Embedding Learning Using Non-Negative Tensor DEDICOM. 123-167 - Acknowledgment to Reviewers of MAKE in 2020. 168-169
- Michael C. Thrun
, Alfred Ultsch, Lutz Breuer
:
Explainable AI Framework for Multivariate Hydrochemical Time Series. 170-204 - Franz Mayr
, Sergio Yovine
, Ramiro Visca:
Property Checking with Interpretable Error Characterization for Recurrent Neural Networks. 205-227 - Christos 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. 228-242 - Antoine Pirovano, Hippolyte Heuberger, Sylvain Berlemont, Saïd Ladjal, Isabelle Bloch:
Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging. 243-262 - Callum Hughes, Maxim Filimonov
, Alison Wray, Irena Spasic
:
Leaving No Stone Unturned: Flexible Retrieval of Idiomatic Expressions from a Large Text Corpus. 263-283 - Frank Emmert-Streib
:
From the Digital Data Revolution toward a Digital Society: Pervasiveness of Artificial Intelligence. 284-298
Volume 3, Number 2, June 2021
- Patrick 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. 299-317 - Amin Anjomshoaa
, Edward Curry
:
Transfer Learning in Smart Environments. 318-332 - Pavlos Papadopoulos
, Will Abramson
, Adam J. Hall, Nikolaos Pitropakis
, William J. Buchanan
:
Privacy and Trust Redefined in Federated Machine Learning. 333-356 - Umberto Michelucci
, Francesca Venturini
:
Estimating Neural Network's Performance with Bootstrap: A Tutorial. 357-373 - Mara Graziani
, Thomas Lompech, Henning Müller
, Adrien Depeursinge
, Vincent Andrearczyk
:
On the Scale Invariance in State of the Art CNNs Trained on ImageNet. 374-391 - Stefan 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. 392-413 - Liangfei Zhang
, Ognjen Arandjelovic
:
Review of Automatic Microexpression Recognition in the Past Decade. 414-434 - Marko Horvat
, Alan Jovic
, Kristijan Burnik:
Assessing the Robustness of Cluster Solutions in Emotionally-Annotated Pictures Using Monte-Carlo Simulation Stabilized K-Means Algorithm. 435-452 - Keqing Ning, Zhihao Zhang
, Kai Han, Siyu Han
, Xiqing Zhang:
Single-Core Multiscale Residual Network for the Super Resolution of Liquid Metal Specimen Images. 453-466 - Ayan Bhattacharya:
Hardness of Learning in Rich Environments and Some Consequences for Financial Markets. 467-480 - Albert Whata
, Charles Chimedza
:
A Machine Learning Evaluation of the Effects of South Africa's COVID-19 Lockdown Measures on Population Mobility. 481-506 - Holger R. Roth
, Dong Yang
, Ziyue Xu
, Xiaosong Wang
, Daguang Xu:
Going to Extremes: Weakly Supervised Medical Image Segmentation. 507-524
Volume 3, Number 3, September 2021
- Muhammad Rehman Zafar
, Naimul Khan
:
Deterministic Local Interpretable Model-Agnostic Explanations for Stable Explainability. 525-541 - Mario Manzo
, Simone Pellino:
Voting in Transfer Learning System for Ground-Based Cloud Classification. 542-553 - Xuanchen Xiang
, Simon Foo
:
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. 554-581 - Farhad Khosrojerdi
, Stéphane Gagnon
, Raul Valverde:
Proposing an Ontology Model for Planning Photovoltaic Systems. 582-600 - Hongbin Lin, Wu Zheng, Xiuping Peng:
Orientation-Encoding CNN for Point Cloud Classification and Segmentation. 601-614 - Giulia Vilone
, Luca Longo
:
Classification of Explainable Artificial Intelligence Methods through Their Output Formats. 615-661 - Jonas Herskind Sejr, Peter Schneider-Kamp
, Naeem Ayoub
:
Surrogate Object Detection Explainer (SODEx) with YOLOv4 and LIME. 662-671 - Lizhen Tang, Qusay H. Mahmoud
:
A Survey of Machine Learning-Based Solutions for Phishing Website Detection. 672-694 - Adam Pickens, Saptarshi Sengupta
:
Benchmarking Studies Aimed at Clustering and Classification Tasks Using K-Means, Fuzzy C-Means and Evolutionary Neural Networks. 695-719 - Joaquim Carreras
, Rifat A. Hamoudi
:
Artificial Neural Network Analysis of Gene Expression Data Predicted Non-Hodgkin Lymphoma Subtypes with High Accuracy. 720-739 - Samanta Knapic
, Avleen Malhi, Rohit Saluja, Kary Främling:
Explainable Artificial Intelligence for Human Decision Support System in the Medical Domain. 740-770
Volume 3, Number 4, 2021
- Rikta Sen
, Ashis Kumar Mandal
, Basabi Chakraborty:
A Critical Study on Stability Measures of Feature Selection with a Novel Extension of Lustgarten Index. 771-787 - Sergio Yovine
, Franz Mayr
, Sebastián Sosa, Ramiro Visca:
An Assessment of the Application of Private Aggregation of Ensemble Models to Sensible Data. 788-801 - M. V. P. T. Lakshika
, H. A. Caldera:
Knowledge Graphs Representation for Event-Related E-News Articles. 802-818 - George Onoufriou
, Paul Mayfield, Georgios Leontidis
:
Fully Homomorphically Encrypted Deep Learning as a Service. 819-834 - Saim Rasheed
:
A Review of the Role of Machine Learning Techniques towards Brain-Computer Interface Applications. 835-862 - Xuanchen 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. 863-878 - Christos Ferles
, Yannis Papanikolaou, Stylianos P. Savaidis, Stelios A. Mitilineos
:
Deep Self-Organizing Map of Convolutional Layers for Clustering and Visualizing Image Data. 879-899 - Mi-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. 900-921 - Shaw-Hwa Lo, Yiqiao Yin
:
Language Semantics Interpretation with an Interaction-Based Recurrent Neural Network. 922-945 - Sourav 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. 946-965 - Vanessa Buhrmester
, David Münch
, Michael Arens
:
Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey. 966-989 - Joakim 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. 990-1008 - Ali Can Kara
, Firat Hardalaç:
Detection and Classification of Knee Injuries from MR Images Using the MRNet Dataset with Progressively Operating Deep Learning Methods. 1009-1029 - Olav 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. 1030-1054

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