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Table of ContentsTable of Contents
Machine Learning and Knowledge Extraction
Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl
Front Matter

MAKE Topology


On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces
Wei Ren, Yoan Miche, Ian Oliver, Silke Holtmanns, Kaj-Mikael Björk, Amaury Lendasse
3-13
Some Remarks on the Algebraic Properties of Group Invariant Operators in Persistent Homology
Patrizio Frosini, Nicola Quercioli
14-24
Decentralized Computation of Homology in Wireless Sensor Networks Using Spanning Trees
Domen Šoberl, Neža Kosta, Primož Škraba
25-40
Detecting and Ranking API Usage Pattern in Large Source Code Repository: A LFM Based Approach
Jitong Zhao, Yan Liu
41-56

MAKE Smart Factor


Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories
Michael Fellmann, Sebastian Robert, Sebastian Büttner, Henrik Mucha, Carsten Röcker
59-68
Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction
Sebastian Büttner, Paul Wunderlich, Mario Heinz, Oliver Niggemann, Carsten Röcker
69-82
Online Self-disclosure: From Users’ Regrets to Instructional Awareness
N. Díaz Ferreyra, Rene Meis, Maritta Heisel
83-102

MAKE Privacy


Decision Tree Rule Induction for Detecting Covert Timing Channels in TCP/IP Traffic
Félix Iglesias, Valentin Bernhardt, Robert Annessi, Tanja Zseby
105-122
Practical Estimation of Mutual Information on Non-Euclidean Spaces
Yoan Miche, Ian Oliver, Wei Ren, Silke Holtmanns, Anton Akusok, Amaury Lendasse
123-136
IntelliAV: Toward the Feasibility of Building Intelligent Anti-malware on Android Devices
Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto
137-154
DO NOT DISTURB? Classifier Behavior on Perturbed Datasets
Bernd Malle, Peter Kieseberg, Andreas Holzinger
155-173
A Short-Term Forecast Approach of Public Buildings’ Power Demands upon Multi-source Data
Shubing Shan, Buyang Cao
174-188

MAKE VIS


On the Challenges and Opportunities in Visualization for Machine Learning and Knowledge Extraction: A Research Agenda
Cagatay Turkay, Robert Laramee, Andreas Holzinger
191-198
Quantitative Externalization of Visual Data Analysis Results Using Local Regression Models
Hrvoje Abraham, Mario Jelović, Helwig Hauser, Krešimir Matković
199-218
Analysis of Online User Behaviour for Art and Culture Events
Behnam Rahdari, Tahereh Arabghalizi, Marco Brambilla
219-236
On Joint Representation Learning of Network Structure and Document Content
Jörg Schlötterer, Christin Seifert, Michael Granitzer
237-251

MAKE AAL


Ambient Assisted Living Technologies from the Perspectives of Older People and Professionals
Deepika Singh, Johannes Kropf, Sten Hanke, Andreas Holzinger
255-266
Human activity recognition using recurrent neural networks
Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger
267-274
Modeling Golf Player Skill Using Machine Learning
Rikard König, Ulf Johansson, Maria Riveiro, Peter Brattberg
275-294
Predicting Chronic Heart Failure Using Diagnoses Graphs
Saurabh Nagrecha, Pamela Thomas, Keith Feldman, Nitesh Chawla
295-312

MAKE Semantics


A Declarative Semantics for P2P Systems
Luciano Caroprese, Ester Zumpano
315-329
Improving Language-Dependent Named Entity Detection
Gerald Petz, Werner Wetzlinger, Dietmar Nedbal
330-345
Towards the Automatic Detection of Nutritional Incompatibilities Based on Recipe Titles
Nadia Clairet, Mathieu Lafourcade
346-366
The More the Merrier - Federated Learning from Local Sphere Recommendations
Bernd Malle, Nicola Giuliani, Peter Kieseberg, Andreas Holzinger
367-373

 


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