Journal: Machine Learning and Knowledge Extraction

Volume 2, Issue 4

379 -- 396Saeed Ghanbartehrani, Anahita Sanandaji, Zahra Mokhtari, Kimia Tajik. A Novel Ramp Metering Approach Based on Machine Learning and Historical Data
397 -- 413Pim Arendsen, Diego Marcos, Devis Tuia. Concept Discovery for The Interpretation of Landscape Scenicness
414 -- 435Jhih-Yu Lin, Shu-Mei Wen, Masaharu Hirota, Tetsuya Araki, Hiroshi Ishikawa 0004. Less-Known Tourist Attraction Discovery Based on Geo-Tagged Photographs
436 -- 452Yoshinobu Tamura, Shigeru Yamada. Large Scale Fault Data Analysis and OSS Reliability Assessment Based on Quantification Method of the First Type
453 -- 468Natraj Raman, Grace Bang, Armineh Nourbakhsh. Mapping ESG Trends by Distant Supervision of Neural Language Models
469 -- 489Elif Ecem Bas, Mohamed A. Moustafa. Real-Time Hybrid Simulation with Deep Learning Computational Substructures: System Validation Using Linear Specimens
490 -- 504Md. Manjurul Ahsan, Kishor Datta Gupta, Mohammad Maminur Islam, Sajib Sen, Md. Lutfar Rahman, Mohammad Shakhawat Hossain. COVID-19 Symptoms Detection Based on NasNetMobile with Explainable AI Using Various Imaging Modalities
505 -- 532Catarina Pires, Marília Barandas, Letícia Fernandes, Duarte Folgado, Hugo Gamboa. Towards Knowledge Uncertainty Estimation for Open Set Recognition
533 -- 557Joakim Linja, Joonas Hämäläinen, Paavo Nieminen, Tommi Kärkkäinen. Do Randomized Algorithms Improve the Efficiency of Minimal Learning Machine?
558 -- 578Théo Combey, António Loison, Maxime Faucher, Hatem Hajri. Probabilistic Jacobian-Based Saliency Maps Attacks
579 -- 602Ana Pereira, Carsten Thomas 0003. Challenges of Machine Learning Applied to Safety-Critical Cyber-Physical Systems
603 -- 616Oguzhan Gencoglu. Large-Scale, Language-Agnostic Discourse Classification of Tweets During COVID-19
617 -- 629Chiara Bardelli, Alessandro Rondinelli, Ruggero Vecchio, Silvia Figini. Automatic Electronic Invoice Classification Using Machine Learning Models
630 -- 646Nannan Li 0002, Shengfa Wang, Haohao Li, Zhiyang Li. SAC-NMF-Driven Graphical Feature Analysis and Applications
647 -- 671Joaquim Carreras, Yara Yukie Kikuti, Masashi Miyaoka, Shinichiro Hiraiwa, Sakura Tomita, Haruka Ikoma, Yusuke Kondo, Atsushi Ito, Naoya Nakamura, Rifat A. Hamoudi. Artificial Intelligence Analysis of the Gene Expression of Follicular Lymphoma Predicted the Overall Survival and Correlated with the Immune Microenvironment Response Signatures
672 -- 704Ece C. Mutlu, Toktam A. Oghaz, Amirarsalan Rajabi, Ivan Garibay. Review on Learning and Extracting Graph Features for Link Prediction

Volume 2, Issue 3

147 -- 171Nouf Bindris, Nello Cristianini, Jonathan Lawry. Claim Consistency Checking Using Soft Logic
172 -- 191Rafid Mostafiz, Mohammad Motiur Rahman, A. K. M. Kamrul Islam, Saeid Belkasim. Focal Liver Lesion Detection in Ultrasound Image Using Deep Feature Fusions and Super Resolution
192 -- 215Nikolaos Pitropakis, Kamil Kokot, Dimitra Gkatzia, Robert Ludwiniak, Alexios Mylonas, Miltiadis Kandias. Monitoring Users' Behavior: Anti-Immigration Speech Detection on Twitter
216 -- 232Manish Bhatt, Avdesh Mishra, Md Wasi Ul Kabir, S. E. Blake-Gatto, Rishav Rajendra, Md. Tamjidul Hoque, Irfan Ahmed. Hierarchy-Based File Fragment Classification
233 -- 255Mario Manzo. Attributed Relational SIFT-Based Regions Graph: Concepts and Applications
256 -- 270Shakti Goel, Rahul Bajpai. Impact of Uncertainty in the Input Variables and Model Parameters on Predictions of a Long Short Term Memory (LSTM) Based Sales Forecasting Model
271 -- 282Michael Joseph, Khaled Elleithy. Digit Recognition Based on Specialization, Decomposition and Holistic Processing
283 -- 306Katherine H. Breen, Scott C. James, Joseph D. White, Peter M. Allen, Jeffery G. Arnold. A Hybrid Artificial Neural Network to Estimate Soil Moisture Using SWAT+ and SMAP Data
307 -- 326Radamanthys Stivaktakis, Grigorios Tsagkatakis, Panagiotis Tsakalides. Semantic Predictive Coding with Arbitrated Generative Adversarial Networks
327 -- 346Christian Limberg, Heiko Wersing, Helge J. Ritter. Beyond Cross-Validation - Accuracy Estimation for Incremental and Active Learning Models
347 -- 360Natalia Stewart Rosenfield, Erik Linstead. Exploring the Eating Disorder Examination Questionnaire, Clinical Impairment Assessment, and Autism Quotient to Identify Eating Disorder Vulnerability: A Cluster Analysis
361 -- 378Ryad Zemouri. Semi-Supervised Adversarial Variational Autoencoder

Volume 2, Issue 2

56 -- 77Duaa Mohammad Alawad, Avdesh Mishra, Md. Tamjidul Hoque. AIBH: Accurate Identification of Brain Hemorrhage Using Genetic Algorithm Based Feature Selection and Stacking
78 -- 98Sandra Aigner, Marco Körner 0001. The Importance of Loss Functions for Increasing the Generalization Abilities of a Deep Learning-Based Next Frame Prediction Model for Traffic Scenes
99 -- 124Laura Alejandra Martínez-Tejada, Yasuhisa Maruyama, Natsue Yoshimura, Yasuharu Koike. Analysis of Personality and EEG Features in Emotion Recognition Using Machine Learning Techniques to Classify Arousal and Valence Labels
125 -- 146Neda Hajiakhoond Bidoki, Alexander V. Mantzaris, Gita Sukthankar. Exploiting Weak Ties in Incomplete Network Datasets Using Simplified Graph Convolutional Neural Networks

Volume 2, Issue 1

1 -- 19Kaixu Yang, Tapabrata Maiti. Statistical Aspects of High-Dimensional Sparse Artificial Neural Network Models
20 -- 22. Acknowledgement to Reviewers of MAKE in 2019
23 -- 36Syed Aamir Ali Shah, Muhammad Asif Manzoor, Abdul Bais. Canopy Height Estimation at Landsat Resolution Using Convolutional Neural Networks
37 -- 55Carl Leake, Daniele Mortari. Deep Theory of Functional Connections: A New Method for Estimating the Solutions of Partial Differential Equations