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ORCIDNFMCP@PKDD/ECML 2016: Riva del Garda, Italy
- Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Elio Masciari, Zbigniew W. Ras:
New Frontiers in Mining Complex Patterns - 5th International Workshop, NFMCP 2016, Held in Conjunction with ECML-PKDD 2016, Riva del Garda, Italy, September 19, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10312, Springer 2017, ISBN 978-3-319-61460-1
Feature Selection and Induction
- Konstantinos Pliakos, Celine Vens:
Feature Induction and Network Mining with Clustering Tree Ensembles. 3-18 - Giorgio Roffo, Simone Melzi:
Ranking to Learn: - Feature Ranking and Selection via Eigenvector Centrality. 19-35
Classification and Prediction
- Dariusz Brzezinski
, Zbigniew Grudzinski, Izabela Szczech:
Bayesian Confirmation Measures in Rule-Based Classification. 39-53 - Elzbieta Kubera, Alicja Wieczorkowska, Tomasz Slowik, Andrzej Kuranc, Krzysztof Skrzypiec:
Audio-Based Speed Change Classification for Vehicles. 54-68 - Fabio Leuzzi, Giovanni Tessitore, Stefano Delfino, Claudio Fusco, Massimo Gneo, Gianpaolo Zambonini, Stefano Ferilli:
A Statistical Approach to Speaker Identification in Forensic Phonetics. 69-83 - Krystyna Napierala, Jerzy Stefanowski, Izabela Szczech:
Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures. 84-98 - Hiroki Takahashi, Masahiro Kimura:
Analyzing Time-Decay Effects of Mediating-Objects in Creating Trust-Links. 99-114
Clustering
- Mamoun Al-Mardini, Ayman Hajja, Zbigniew W. Ras, Lina Clover, David Olaleye:
Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses. 117-131 - Maël Chiapino, Anne Sabourin:
Feature Clustering for Extreme Events Analysis, with Application to Extreme Stream-Flow Data. 132-147 - Massimo Guarascio, Francesco Sergio Pisani, Ettore Ritacco, Pietro Sabatino:
Profiling Human Behavior Through Multidimensional Latent Factor Modeling. 148-162 - Anita Valmarska, Dragana Miljkovic, Marko Robnik-Sikonja, Nada Lavrac:
Multi-view Approach to Parkinson's Disease Quality of Life Data Analysis. 163-178
Pattern Discovery
- Laura Genga, Domenico Potena, Orazio Martino, Mahdi Alizadeh, Claudia Diamantini, Nicola Zannone:
Subgraph Mining for Anomalous Pattern Discovery in Event Logs. 181-197 - Corrado Loglisci, Michelangelo Ceci, Angelo Impedovo, Donato Malerba:
Mining Spatio-Temporal Patterns of Periodic Changes in Climate Data. 198-212 - Saket Maheshwary, Vikram Pudi:
Mining Keystroke Timing Pattern for User Authentication. 213-227
Applications
- Martin Atzmueller, Andreas Schmidt, Benjamin Klöpper, David Arnu:
HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses. 231-247 - Stefano Ferilli, Sergio Angelastro:
Mining Chess Playing as a Complex Process. 248-262
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