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NFMCP
2012
2016
2012
2016
Keyphrases
Publications
volume 9607, 2016
New Frontiers in Mining Complex Patterns - 4th International Workshop, NFMCP 2015, Held in Conjunction with ECML-PKDD 2015, Porto, Portugal, September 7, 2015, Revised Selected Papers
NFMCP
9607 (2016)
2015
Bettina Fazzinga
,
Sergio Flesca
,
Filippo Furfaro
,
Luigi Pontieri
Classifying Traces of Event Logs on the Basis of Security Risks.
NFMCP
(2015)
Mateusz Lango
,
Jerzy Stefanowski
The Usefulness of Roughly Balanced Bagging for Complex and High-Dimensional Imbalanced Data.
NFMCP
(2015)
Fabio Leuzzi
,
Stefano Ferilli
Generalizing Patterns for Cross-Domain Analogy.
NFMCP
(2015)
Aljaz Osojnik
,
Pance Panov
,
Saso Dzeroski
Comparison of Tree-Based Methods for Multi-target Regression on Data Streams.
NFMCP
(2015)
Alicja Wieczorkowska
,
Elzbieta Kubera
,
Tomasz Slowik
,
Krzysztof Skrzypiec
Spectral Features for Audio Based Vehicle Identification.
NFMCP
(2015)
Lázaro Bustio
,
René Cumplido
,
Raudel Hernández-León
,
José Manuel Bande Serrano
,
Claudia Feregrino
Frequent Itemsets Mining in Data Streams Using Reconfigurable Hardware.
NFMCP
(2015)
Pascal Welke
,
Tamás Horváth
,
Stefan Wrobel
Probabilistic Frequent Subtree Kernels.
NFMCP
(2015)
Simon Cousins
,
Blaz Zlicar
Evaluating a Simple String Representation for Intra-day Foreign Exchange Prediction.
NFMCP
(2015)
Matej Mihelcic
,
Saso Dzeroski
,
Nada Lavrac
,
Tomislav Smuc
Redescription Mining with Multi-target Predictive Clustering Trees.
NFMCP
(2015)
Jan Kralj
,
Marko Robnik-Sikonja
,
Nada Lavrac
Heterogeneous Network Decomposition and Weighting with Text Mining Heuristics.
NFMCP
(2015)
Zhao Xu
,
Koichi Funaya
,
Haifeng Chen
,
Sergio Leoni
Semi-supervised Multivariate Sequential Pattern Mining.
NFMCP
(2015)
Jerzy Stefanowski
Adaptive Ensembles for Evolving Data Streams - Combining Block-Based and Online Solutions.
NFMCP
(2015)
M. Kehinde Olorunnimbe
,
Herna L. Viktor
,
Eric Paquet
Intelligent Adaptive Ensembles for Data Stream Mining: A High Return on Investment Approach.
NFMCP
(2015)
Annalisa Appice
,
Marco Di Pietro
,
Claudio Greco
,
Donato Malerba
Discovering and Tracking Organizational Structures in Event Logs.
NFMCP
(2015)
Corrado Loglisci
,
Donato Malerba
Mining Periodic Changes in Complex Dynamic Data Through Relational Pattern Discovery.
NFMCP
(2015)
volume 8983, 2015
New Frontiers in Mining Complex Patterns - Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers
NFMCP
8983 (2015)
2014
Stefano Ferilli
,
Berardina De Carolis
,
Floriana Esposito
Learning Complex Activity Preconditions in Process Mining.
NFMCP
(2014)
Marc Plantevit
,
Vasile-Marian Scuturici
,
Céline Robardet
Temporal Dependency Detection Between Interval-Based Event Sequences.
NFMCP
(2014)
Ilkcan Keles
,
Mert Ozer
,
Ismail Hakki Toroslu
,
Pinar Karagoz
Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds.
NFMCP
(2014)
Rui Sarmento
,
Mário Cordeiro
,
João Gama
Visualization for Streaming Telecommunications Networks.
NFMCP
(2014)
Claudia Diamantini
,
Laura Genga
,
Domenico Potena
,
Emanuele Storti
Discovering Behavioural Patterns in Knowledge-Intensive Collaborative Processes.
NFMCP
(2014)
Ayman Hajja
,
Hakim Touati
,
Zbigniew W. Ras
,
James Studnicki
,
Alicja A. Wieczorkowska
Predicting Negative Side Effects of Surgeries Through Clustering.
NFMCP
(2014)
Elzbieta Kubera
,
Alicja A. Wieczorkowska
Pitch-Related Identification of Instruments in Classical Music Recordings.
NFMCP
(2014)
Jens Haase
,
Ulf Brefeld
Mining Positional Data Streams.
NFMCP
(2014)
Gjorgji Madjarov
,
Ivica Dimitrovski
,
Dejan Gjorgjevikj
,
Saso Dzeroski
Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification.
NFMCP
(2014)
Parinaz Sobhani
,
Herna L. Viktor
,
Stan Matwin
Learning from Imbalanced Data Using Ensemble Methods and Cluster-Based Undersampling.
NFMCP
(2014)
Dariusz Brzezinski
,
Jerzy Stefanowski
Prequential AUC for Classifier Evaluation and Drift Detection in Evolving Data Streams.
NFMCP
(2014)
Jurica Levatic
,
Michelangelo Ceci
,
Dragi Kocev
,
Saso Dzeroski
Semi-supervised Learning for Multi-target Regression.
NFMCP
(2014)
Julian Yarkony
,
Thorsten Beier
,
Pierre Baldi
,
Fred A. Hamprecht
Parallel Multicut Segmentation via Dual Decomposition.
NFMCP
(2014)
volume 8399, 2014
New Frontiers in Mining Complex Patterns - Second International Workshop, NFMCP 2013, Held in Conjunction with ECML-PKDD 2013, Prague, Czech Republic, September 27, 2013, Revised Selected Papers
NFMCP
8399 (2014)
2013
Ivica Slavkov
,
Jana Karcheska
,
Dragi Kocev
,
Slobodan Kalajdziski
,
Saso Dzeroski
ReliefF for Hierarchical Multi-label Classification.
NFMCP
(2013)
Sonja Pravilovic
,
Annalisa Appice
,
Donato Malerba
Process Mining to Forecast the Future of Running Cases.
NFMCP
(2013)
Elio Masciari
,
Shi Gao
,
Carlo Zaniolo
Trajectory Data Pattern Mining.
NFMCP
(2013)
Fabio Leuzzi
,
Stefano Ferilli
,
Fulvio Rotella
A Relational Unsupervised Approach to Author Identification.
NFMCP
(2013)
Jurica Levatic
,
Dragi Kocev
,
Saso Dzeroski
The Use of the Label Hierarchy in Hierarchical Multi-label Classification Improves Performance.
NFMCP
(2013)
Dominique Gay
,
Romain Guigourès
,
Marc Boullé
,
Fabrice Clérot
Feature Extraction over Multiple Representations for Time Series Classification.
NFMCP
(2013)
Rui Henriques
,
Cláudia Antunes
,
Sara C. Madeira
Methods for the Efficient Discovery of Large Item-Indexable Sequential Patterns.
NFMCP
(2013)
Takashi Katoh
,
Shin-ichiro Tago
,
Tatsuya Asai
,
Hiroaki Morikawa
,
Junichi Shigezumi
,
Hiroya Inakoshi
Mining Frequent Partite Episodes with Partwise Constraints.
NFMCP
(2013)
Amanda Cohen Mostafavi
,
Zbigniew W. Ras
,
Alicja A. Wieczorkowska
From Personalized to Hierarchically Structured Classifiers for Retrieving Music by Mood.
NFMCP
(2013)
Pietro Hiram Guzzi
,
Pierangelo Veltri
,
Mario Cannataro
Thresholding of Semantic Similarity Networks Using a Spectral Graph-Based Technique.
NFMCP
(2013)
Daniele Codecasa
,
Fabio Stella
A Classification Based Scoring Function for Continuous Time Bayesian Network Classifiers.
NFMCP
(2013)
Rebecca Ong
,
Mirco Nanni
,
Chiara Renso
,
Monica Wachowicz
,
Dino Pedreschi
Parameter Estimation and Pattern Validation in Flock Mining.
NFMCP
(2013)
Jan Gorecki
,
Martin Holena
Structure Determination and Estimation of Hierarchical Archimedean Copulas Based on Kendall Correlation Matrix.
NFMCP
(2013)
Vladimer Kobayashi
A Hybrid Distance-Based Method and Support Vector Machines for Emotional Speech Detection.
NFMCP
(2013)
Michael Davis
,
Weiru Liu
,
Paul Miller
,
Ruth F. Hunter
,
Frank Kee
Agwan: A Generative Model for Labelled, Weighted Graphs.
NFMCP
(2013)
Elzbieta Kubera
,
Alicja A. Wieczorkowska
Mining Audio Data for Multiple Instrument Recognition in Classical Music.
NFMCP
(2013)
volume 7765, 2013
New Frontiers in Mining Complex Patterns - First International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK, September 24, 2012, Revised Selected Papers
NFMCP
7765 (2013)
2012
Claudio Taranto
,
Nicola Di Mauro
,
Floriana Esposito
Learning in Probabilistic Graphs Exploiting Language-Constrained Patterns.
NFMCP
(2012)
Gianni Costa
,
Giuseppe Manco
,
Elio Masciari
Effectively Grouping Trajectory Streams.
NFMCP
(2012)