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ORCIDCD-MAKE 2017: Reggio di Calabria, Italy
- Andreas Holzinger, Peter Kieseberg, A Min Tjoa
, Edgar R. Weippl:
Machine Learning and Knowledge Extraction - First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings. Lecture Notes in Computer Science 10410, Springer 2017, ISBN 978-3-319-66807-9
MAKE Topology
- Wei Ren, Yoan Miche, Ian Oliver, Silke Holtmanns, Kaj-Mikael Björk, Amaury Lendasse:
On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces. 3-13 - Patrizio Frosini, Nicola Quercioli:
Some Remarks on the Algebraic Properties of Group Invariant Operators in Persistent Homology. 14-24 - Domen Soberl, Neza Mramor-Kosta, Primoz Skraba:
Decentralized Computation of Homology in Wireless Sensor Networks Using Spanning Trees. 25-40 - Jitong Zhao, Yan Liu:
Detecting and Ranking API Usage Pattern in Large Source Code Repository: A LFM Based Approach. 41-56
MAKE Smart Factor
- Michael Fellmann, Sebastian Robert, Sebastian Büttner, Henrik Mucha, Carsten Röcker:
Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories. 59-68 - Sebastian Büttner, Paul Wunderlich, Mario Heinz, Oliver Niggemann, Carsten Röcker:
Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. 69-82 - Nicolás E. Díaz Ferreyra, Rene Meis, Maritta Heisel:
Online Self-disclosure: From Users' Regrets to Instructional Awareness. 83-102
MAKE Privacy
- Félix Iglesias, Valentin Bernhardt, Robert Annessi, Tanja Zseby:
Decision Tree Rule Induction for Detecting Covert Timing Channels in TCP/IP Traffic. 105-122 - Yoan Miche, Ian Oliver, Wei Ren, Silke Holtmanns, Anton Akusok, Amaury Lendasse:
Practical Estimation of Mutual Information on Non-Euclidean Spaces. 123-136 - Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto:
IntelliAV: Toward the Feasibility of Building Intelligent Anti-malware on Android Devices. 137-154 - Bernd Malle, Peter Kieseberg, Andreas Holzinger:
DO NOT DISTURB? Classifier Behavior on Perturbed Datasets. 155-173 - Shubing Shan, Buyang Cao:
A Short-Term Forecast Approach of Public Buildings' Power Demands upon Multi-source Data. 174-188
MAKE VIS
- Cagatay Turkay, Robert S. Laramee, Andreas Holzinger:
On the Challenges and Opportunities in Visualization for Machine Learning and Knowledge Extraction: A Research Agenda. 191-198 - Kresimir Matkovic, Hrvoje Abraham, Mario Jelovic, Helwig Hauser:
Quantitative Externalization of Visual Data Analysis Results Using Local Regression Models. 199-218 - Behnam Rahdari, Tahereh Arabghalizi, Marco Brambilla:
Analysis of Online User Behaviour for Art and Culture Events. 219-236 - Jörg Schlötterer, Christin Seifert, Michael Granitzer:
On Joint Representation Learning of Network Structure and Document Content. 237-251
MAKE AAL
- Deepika Singh, Johannes Kropf, Sten Hanke, Andreas Holzinger:
Ambient Assisted Living Technologies from the Perspectives of Older People and Professionals. 255-266 - Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger:
Human Activity Recognition Using Recurrent Neural Networks. 267-274 - Rikard König, Ulf Johansson, Maria Riveiro, Peter Brattberg:
Modeling Golf Player Skill Using Machine Learning. 275-294 - Saurabh Nagrecha, Pamela Bilo Thomas, Keith Feldman, Nitesh V. Chawla:
Predicting Chronic Heart Failure Using Diagnoses Graphs. 295-312
MAKE Semantics
- Luciano Caroprese, Ester Zumpano:
A Declarative Semantics for P2P Systems. 315-329 - Gerald Petz, Werner Wetzlinger, Dietmar Nedbal:
Improving Language-Dependent Named Entity Detection. 330-345 - Nadia Clairet, Mathieu Lafourcade:
Towards the Automatic Detection of Nutritional Incompatibilities Based on Recipe Titles. 346-366 - Bernd Malle, Nicola Giuliani, Peter Kieseberg, Andreas Holzinger:
The More the Merrier - Federated Learning from Local Sphere Recommendations. 367-373
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