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Table of Contents
Machine Learning and Knowledge Extraction
Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl
Front Matter
Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI
Andreas Holzinger, Peter Kieseberg, Edgar Weippl, A Tjoa
1-10

MAKE-Main Track


A Modified Particle Swarm Optimization Algorithm for Community Detection in Complex Networks
Alireza Abdollahpouri, Shadi Rahimi, Shahnaz Majd, Chiman Salavati
11-27
Mouse Tracking Measures and Movement Patterns with Application for Online Surveys
Catia Cepeda, Joao Rodrigues, Maria Dias, Diogo Oliveira, Dina Rindlisbacher, Marcus Cheetham, Hugo Gamboa
28-42
Knowledge Compilation Techniques for Model-Based Diagnosis of Complex Active Systems
Gianfranco Lamperti, Marina Zanella, Xiangfu Zhao
43-64
Recognition of Handwritten Characters Using Google Fonts and Freeman Chain Codes
Alexiei Dingli, Mark Bugeja, Dylan Seychell, Simon Mercieca
65-78
An Efficient Approach for Extraction Positive and Negative Association Rules from Big Data
Bemarisika Parfait, Ramanantsoa Harrimann, Totohasina André
79-97
Field-Reliability Predictions Based on Statistical System Lifecycle Models
Lukas Felsberger, Dieter Kranzlmüller, Benjamin Todd
98-117
Building a Knowledge Based Summarization System for Text Data Mining
Andrey Timofeyev, Ben Choi
118-133
Spanish Twitter Data Used as a Source of Information About Consumer Food Choice
Luis Moreno-Sandoval, Carolina Sánchez-Barriga, Katherine Buitrago, Alexandra Pomares-Quimbaya, Juan Garcia
134-146
Feedback Matters! Predicting the Appreciation of Online Articles A Data-Driven Approach
Catherine Sotirakou, Panagiotis Germanakos, Andreas Holzinger, Constantinos Mourlas
147-159
Creative Intelligence – Automating Car Design Studio with Generative Adversarial Networks (GAN)
Sreedhar Radhakrishnan, Varun Bharadwaj, Varun Manjunath, Ramamoorthy Srinath
160-175

MAKE-Text


A Combined CNN and LSTM Model for Arabic Sentiment Analysis
Abdulaziz Alayba, Vasile Palade, Matthew England, Rahat Iqbal
179-191
Between the Lines: Machine Learning for Prediction of Psychological Traits - A Survey
Dirk Johannßen, Chris Biemann
192-211
LawStats – Large-Scale German Court Decision Evaluation Using Web Service Classifiers
Eugen Ruppert, Dirk Hartung, Phillip Sittig, Tjorben Gschwander, Lennart Rönneburg, Tobias Killing, Chris Biemann
212-222
Clinical Text Mining for Context Sequences Identification
Svetla Boytcheva
223-236

MAKE-Smart Factory


A Multi-device Assistive System for Industrial Maintenance Operations
Mario Heinz, Hitesh Dhiman, Carsten Röcker
239-247
Feedback Presentation for Workers in Industrial Environments – Challenges and Opportunities
Mario Heinz, Carsten Röcker
248-261

MAKE-Topology


On a New Method to Build Group Equivariant Operators by Means of Permutants
Francesco Camporesi, Patrizio Frosini, Nicola Quercioli
265-272
Topological Characteristics of Digital Models of Geological Core
Rustem Gilmanov, Alexander Kalyuzhnyuk, Iskander Taimanov, Andrey Yakovlev
273-281
Shortened Persistent Homology for a Biomedical Retrieval System with Relevance Feedback
Alessia Angeli, Massimo Ferri, Eleonora Monti, Ivan Tomba
282-292

MAKE Explainable AI


Explainable AI: the new 42?
Randy Goebel, Ajay Chander, Katharina Holzinger, Freddy Lecue, Zeynep Akata, Simone Stumpf, Peter Kieseberg, Andreas Holzinger
295-303
A Rule Extraction Study Based on a Convolutional Neural Network
Guido Bologna
304-313
Evaluating Explanations by Cognitive Value
Ajay Chander, Ramya Srinivasan
314-328
Measures of Model Interpretability for Model Selection
André Carrington, Paul Fieguth, Helen Chen
329-349
Regular Inference on Artificial Neural Networks
Franz Mayr, Sergio Yovine
350-369

 


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