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ORCIDCD-MAKE 2018: Hamburg, Germany
- Andreas Holzinger, Peter Kieseberg, A Min Tjoa
, Edgar R. Weippl:
Machine Learning and Knowledge Extraction - Second IFIP TC 5, TC 8/WG 8.4, 8.9, TC 12/WG 12.9 International Cross-Domain Conference, CD-MAKE 2018, Hamburg, Germany, August 27-30, 2018, Proceedings. Lecture Notes in Computer Science 11015, Springer 2018, ISBN 978-3-319-99739-1 - Andreas Holzinger, Peter Kieseberg, Edgar R. Weippl, A Min Tjoa:
Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI. 1-8
MAKE-Main Track
- Alireza Abdollahpouri, Shadi Rahimi, Shahnaz Mohammadi Majd, Chiman Salavati:
A Modified Particle Swarm Optimization Algorithm for Community Detection in Complex Networks. 11-27 - Cátia Cepeda, João Rodrigues, Maria Camila Dias, Diogo Oliveira, Dina Rindlisbacher, Marcus Cheetham, Hugo Gamboa:
Mouse Tracking Measures and Movement Patterns with Application for Online Surveys. 28-42 - Gianfranco Lamperti, Marina Zanella, Xiangfu Zhao:
Knowledge Compilation Techniques for Model-Based Diagnosis of Complex Active Systems. 43-64 - Alexiei Dingli, Mark Bugeja, Dylan Seychell, Simon Mercieca:
Recognition of Handwritten Characters Using Google Fonts and Freeman Chain Codes. 65-78 - Parfait Bemarisika, Harrimann Ramanantsoa, André Totohasina:
An Efficient Approach for Extraction Positive and Negative Association Rules from Big Data. 79-97 - Lukas Felsberger, Dieter Kranzlmüller, Benjamin Todd:
Field-Reliability Predictions Based on Statistical System Lifecycle Models. 98-117 - Andrey Timofeyev, Ben Choi:
Building a Knowledge Based Summarization System for Text Data Mining. 118-133 - Luis G. Moreno-Sandoval, Carolina Sánchez-Barriga, Katherine Espíndola Buitrago, Alexandra Pomares Quimbaya, Juan Carlos Garcia:
Spanish Twitter Data Used as a Source of Information About Consumer Food Choice. 134-146 - Catherine Sotirakou, Panagiotis Germanakos, Andreas Holzinger, Constantinos Mourlas:
Feedback Matters! Predicting the Appreciation of Online Articles A Data-Driven Approach. 147-159 - Sreedhar Radhakrishnan, Varun Bharadwaj, Varun Manjunath, Ramamoorthy Srinath:
Creative Intelligence - Automating Car Design Studio with Generative Adversarial Networks (GAN). 160-175
MAKE-Text
- Abdulaziz M. Alayba, Vasile Palade, Matthew England, Rahat Iqbal:
A Combined CNN and LSTM Model for Arabic Sentiment Analysis. 179-191 - Dirk Johannßen, Chris Biemann:
Between the Lines: Machine Learning for Prediction of Psychological Traits - A Survey. 192-211 - Eugen Ruppert, Dirk Hartung, Phillip Sittig, Tjorben Gschwander, Lennart Rönneburg, Tobias Killing, Chris Biemann:
LawStats - Large-Scale German Court Decision Evaluation Using Web Service Classifiers. 212-222 - Svetla Boytcheva:
Clinical Text Mining for Context Sequences Identification. 223-236
MAKE-Smart Factory
- Mario Heinz, Hitesh Dhiman, Carsten Röcker:
A Multi-device Assistive System for Industrial Maintenance Operations. 239-247 - Mario Heinz, Carsten Röcker:
Feedback Presentation for Workers in Industrial Environments - Challenges and Opportunities. 248-261
MAKE-Topology
- Francesco Camporesi, Patrizio Frosini, Nicola Quercioli:
On a New Method to Build Group Equivariant Operators by Means of Permutants. 265-272 - Rustem R. Gilmanov, Alexander V. Kalyuzhnyuk, Iskander A. Taimanov, Andrey A. Yakovlev:
Topological Characteristics of Digital Models of Geological Core. 273-281 - Alessia Angeli, Massimo Ferri, Eleonora Monti, Ivan Tomba:
Shortened Persistent Homology for a Biomedical Retrieval System with Relevance Feedback. 282-292
MAKE Explainable AI
- Randy Goebel, Ajay Chander, Katharina Holzinger, Freddy Lécué, Zeynep Akata, Simone Stumpf, Peter Kieseberg, Andreas Holzinger:
Explainable AI: The New 42? 295-303 - Guido Bologna:
A Rule Extraction Study Based on a Convolutional Neural Network. 304-313 - Ajay Chander, Ramya Srinivasan:
Evaluating Explanations by Cognitive Value. 314-328 - André M. Carrington, Paul W. Fieguth, Helen H. Chen:
Measures of Model Interpretability for Model Selection. 329-349 - Franz Mayr, Sergio Yovine:
Regular Inference on Artificial Neural Networks. 350-369
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