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
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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
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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
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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
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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 |
