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NFMCP@PKDD/ECML
2016
2020
2016
2020
Keyphrases
Publications
volume 11948, 2020
New Frontiers in Mining Complex Patterns - 8th International Workshop, NFMCP 2019, Held in Conjunction with ECML-PKDD 2019, - Würzburg, Germany, September 16, 2019, Revised Selected Papers
NFMCP@PKDD/ECML
11948 (2020)
2019
Wojciech Jarmulski
,
Alicja Wieczorkowska
Interpretable Survival Gradient Boosting Models with Bagged Trees Base Learners.
NFMCP@PKDD/ECML
(2019)
Sean L. A. Floyd
,
Herna L. Viktor
Soft Voting Windowing Ensembles for Learning from Partially Labelled Streams.
NFMCP@PKDD/ECML
(2019)
Len Feremans
,
Vincent Vercruyssen
,
Wannes Meert
,
Boris Cule
,
Bart Goethals
A Framework for Pattern Mining and Anomaly Detection in Multi-dimensional Time Series and Event Logs.
NFMCP@PKDD/ECML
(2019)
Elzbieta Kubera
,
Alicja Wieczorkowska
,
Andrzej Kuranc
Hough Transform as a Tool for the Classification of Vehicle Speed Changes in On-Road Audio Recordings.
NFMCP@PKDD/ECML
(2019)
Shuai Wang
,
Mianwei Zhou
,
Sahisnu Mazumder
,
Bing Liu
,
Yi Chang
Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning.
NFMCP@PKDD/ECML
(2019)
Douglas Cirqueira
,
Markus Hofer
,
Dietmar Nedbal
,
Markus Helfert
,
Marija Bezbradica
Customer Purchase Behavior Prediction in E-commerce: A Conceptual Framework and Research Agenda.
NFMCP@PKDD/ECML
(2019)
Ezgi Yildirim
,
Payam Azad
,
Sule Gündüz Ögüdücü
Neural Hybrid Recommender: Recommendation Needs Collaboration.
NFMCP@PKDD/ECML
(2019)
Liana-Daniela Palcu
,
Marius Supuran
,
Camelia Lemnaru
,
Mihaela Dînsoreanu
,
Rodica Potolea
,
Raul Cristian Muresan
Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods.
NFMCP@PKDD/ECML
(2019)
Shalini Jangra
,
Durga Toshniowal
A Heuristic Approach for Sensitive Pattern Hiding with Improved Data Quality.
NFMCP@PKDD/ECML
(2019)
volume 10785, 2018
New Frontiers in Mining Complex Patterns - 6th International Workshop, NFMCP 2017, Held in Conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised Selected Papers
NFMCP@PKDD/ECML
10785 (2018)
2017
Massimo Guarascio
,
Ettore Ritacco
,
Daniele Biondo
,
Rocco Mammoliti
,
Alessandra Toma
Integrating a Framework for Discovering Alternative App Stores in a Mobile App Monitoring Platform.
NFMCP@PKDD/ECML
(2017)
Jan Reubold
,
Ahcène Boubekki
,
Thorsten Strufe
,
Ulf Brefeld
Infinite Mixtures of Markov Chains.
NFMCP@PKDD/ECML
(2017)
Teresa Maria Altomare Basile
,
Nicola Di Mauro
,
Floriana Esposito
,
Stefano Ferilli
,
Antonio Vergari
Density Estimators for Positive-Unlabeled Learning.
NFMCP@PKDD/ECML
(2017)
Peter Laurinec
,
Mária Lucká
Usefulness of Unsupervised Ensemble Learning Methods for Time Series Forecasting of Aggregated or Clustered Load.
NFMCP@PKDD/ECML
(2017)
Pierre Arbajian
,
Ayman Hajja
,
Zbigniew W. Ras
,
Alicja A. Wieczorkowska
Segment-Removal Based Stuttered Speech Remediation.
NFMCP@PKDD/ECML
(2017)
Vincent Branders
,
Pierre Schaus
,
Pierre Dupont
Combinatorial Optimization Algorithms to Mine a Sub-Matrix of Maximal Sum.
NFMCP@PKDD/ECML
(2017)
Emanuele Pio Barracchia
,
Gianvito Pio
,
Donato Malerba
,
Michelangelo Ceci
Identifying lncRNA-Disease Relationships via Heterogeneous Clustering.
NFMCP@PKDD/ECML
(2017)
Jurica Levatic
,
Maria Brbic
,
Tomaz Stepisnik Perdih
,
Dragi Kocev
,
Vedrana Vidulin
,
Tomislav Smuc
,
Fran Supek
,
Saso Dzeroski
Phenotype Prediction with Semi-supervised Classification Trees.
NFMCP@PKDD/ECML
(2017)
Stevanche Nikoloski
,
Dragi Kocev
,
Saso Dzeroski
Structuring the Output Space in Multi-label Classification by Using Feature Ranking.
NFMCP@PKDD/ECML
(2017)
Blaz Skrlj
,
Jan Kralj
,
Anze Vavpetic
,
Nada Lavrac
Community-Based Semantic Subgroup Discovery.
NFMCP@PKDD/ECML
(2017)
Samuel Dolean
,
Mihaela Dînsoreanu
,
Raul Cristian Muresan
,
Attila Geiszt
,
Rodica Potolea
,
Ioana Tincas
A Scaled-Correlation Based Approach for Defining and Analyzing Functional Networks.
NFMCP@PKDD/ECML
(2017)
Giuseppe Agapito
,
Pietro Hiram Guzzi
,
Mario Cannataro
Learning Association Rules for Pharmacogenomic Studies.
NFMCP@PKDD/ECML
(2017)
Dan-Ovidiu Graur
,
Razvan-Alexandru Maris
,
Rodica Potolea
,
Mihaela Dînsoreanu
,
Camelia Lemnaru
Complex Localization in the Multiple Instance Learning Context.
NFMCP@PKDD/ECML
(2017)
2016
Krystyna Napierala
,
Jerzy Stefanowski
,
Izabela Szczech
Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures.
NFMCP@PKDD/ECML
(2016)
Mamoun Al-Mardini
,
Ayman Hajja
,
Zbigniew W. Ras
,
Lina Clover
,
David Olaleye
Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses.
NFMCP@PKDD/ECML
(2016)
Corrado Loglisci
,
Michelangelo Ceci
,
Angelo Impedovo
,
Donato Malerba
Mining Spatio-Temporal Patterns of Periodic Changes in Climate Data.
NFMCP@PKDD/ECML
(2016)
Anita Valmarska
,
Dragana Miljkovic
,
Marko Robnik-Sikonja
,
Nada Lavrac
Multi-view Approach to Parkinson's Disease Quality of Life Data Analysis.
NFMCP@PKDD/ECML
(2016)
Maël Chiapino
,
Anne Sabourin
Feature Clustering for Extreme Events Analysis, with Application to Extreme Stream-Flow Data.
NFMCP@PKDD/ECML
(2016)
Fabio Leuzzi
,
Giovanni Tessitore
,
Stefano Delfino
,
Claudio Fusco
,
Massimo Gneo
,
Gianpaolo Zambonini
,
Stefano Ferilli
A Statistical Approach to Speaker Identification in Forensic Phonetics.
NFMCP@PKDD/ECML
(2016)
Stefano Ferilli
,
Sergio Angelastro
Mining Chess Playing as a Complex Process.
NFMCP@PKDD/ECML
(2016)
Hiroki Takahashi
,
Masahiro Kimura
Analyzing Time-Decay Effects of Mediating-Objects in Creating Trust-Links.
NFMCP@PKDD/ECML
(2016)
Laura Genga
,
Domenico Potena
,
Orazio Martino
,
Mahdi Alizadeh
,
Claudia Diamantini
,
Nicola Zannone
Subgraph Mining for Anomalous Pattern Discovery in Event Logs.
NFMCP@PKDD/ECML
(2016)
Martin Atzmueller
,
Andreas Schmidt
,
Benjamin Klöpper
,
David Arnu
HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses.
NFMCP@PKDD/ECML
(2016)
Dariusz Brzezinski
,
Zbigniew Grudzinski
,
Izabela Szczech
Bayesian Confirmation Measures in Rule-Based Classification.
NFMCP@PKDD/ECML
(2016)
Elzbieta Kubera
,
Alicja Wieczorkowska
,
Tomasz Slowik
,
Andrzej Kuranc
,
Krzysztof Skrzypiec
Audio-Based Speed Change Classification for Vehicles.
NFMCP@PKDD/ECML
(2016)
Giorgio Roffo
,
Simone Melzi
Ranking to Learn: - Feature Ranking and Selection via Eigenvector Centrality.
NFMCP@PKDD/ECML
(2016)
Konstantinos Pliakos
,
Celine Vens
Feature Induction and Network Mining with Clustering Tree Ensembles.
NFMCP@PKDD/ECML
(2016)
Saket Maheshwary
,
Vikram Pudi
Mining Keystroke Timing Pattern for User Authentication.
NFMCP@PKDD/ECML
(2016)
Massimo Guarascio
,
Francesco Sergio Pisani
,
Ettore Ritacco
,
Pietro Sabatino
Profiling Human Behavior Through Multidimensional Latent Factor Modeling.
NFMCP@PKDD/ECML
(2016)