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Publication search results
found 31 matches
- 2016
- Giuseppe Rizzo
, Claudia d'Amato
, Nicola Fanizzi, Floriana Esposito:
Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data. DS 2016: 101-117 - Fabrizio Angiulli
, Fabio Fassetti
, Estela Narvaez
:
Anomaly Detection in Networks with Temporal Information. DS 2016: 359-375 - Annalisa Appice, Pietro Guccione:
Exploiting Spatial Correlation of Spectral Signature for Training Data Selection in Hyperspectral Image Classification. DS 2016: 295-309 - Pasquale Ardimento
, Massimo Bilancia, Stefano Monopoli:
Predicting Bug-Fix Time: Using Standard Versus Topic-Based Text Categorization Techniques. DS 2016: 167-182 - Leon Bornemann, Jason Lecerf, Panagiotis Papapetrou:
STIFE: A Framework for Feature-Based Classification of Sequences of Temporal Intervals. DS 2016: 85-100 - Guillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit
, Jean-François Boulicaut, Mehdi Kaytoue:
Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships. DS 2016: 19-34 - Dariusz Brzezinski
, Jerzy Stefanowski
:
Ensemble Diversity in Evolving Data Streams. DS 2016: 229-244 - Juan Gabriel Colonna, João Gama
, Eduardo Freire Nakamura
:
Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification Approach. DS 2016: 198-212 - Leandro Galvão, Luiz H. C. Merschmann
:
HSIM: A Supervised Imputation Method for Hierarchical Classification Scenario. DS 2016: 134-148 - Gert Jacobusse
, Cor J. Veenman:
On Selection Bias with Imbalanced Classes. DS 2016: 325-340 - Isak Karlsson, Panagiotis Papapetrou, Henrik Boström:
Early Random Shapelet Forest. DS 2016: 261-276 - Sebastian Kauschke, Johannes Fürnkranz
, Frederik Janssen:
Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype. DS 2016: 151-166 - Matthijs van Leeuwen, Antti Ukkonen:
Expect the Unexpected - On the Significance of Subgroups. DS 2016: 51-66 - Matej Mihelcic
, Tomislav Smuc:
InterSet: Interactive Redescription Set Exploration. DS 2016: 35-50 - Timo Nolle
, Alexander Seeliger
, Max Mühlhäuser:
Unsupervised Anomaly Detection in Noisy Business Process Event Logs Using Denoising Autoencoders. DS 2016: 442-456 - Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda:
Accelerating Computation of Distance Based Centrality Measures for Spatial Networks. DS 2016: 376-391 - Mariana Oliveira
, Luís Torgo
, Vítor Santos Costa
:
Predicting Wildfires - Propositional and Relational Spatio-Temporal Pre-processing Approaches. DS 2016: 183-197 - Aljaz Osojnik
, Saso Dzeroski
, Dragi Kocev
:
Option Predictive Clustering Trees for Multi-target Regression. DS 2016: 118-133 - Ruggero G. Pensa, Gianpiero di Blasi:
A Semi-supervised Approach to Measuring User Privacy in Online Social Networks. DS 2016: 392-407 - Fabíola Souza F. Pereira, Sandra de Amo, João Gama
:
On Using Temporal Networks to Analyze User Preferences Dynamics. DS 2016: 408-423 - Ali Pesaranghader, Herna L. Viktor, Eric Paquet:
A Framework for Classification in Data Streams Using Multi-strategy Learning. DS 2016: 341-355 - Matej Petkovic
, Pance Panov
, Saso Dzeroski
:
A Comparison of Different Data Transformation Approaches in the Feature Ranking Context. DS 2016: 310-324 - Cláudio Rebelo de Sá
, Wouter Duivesteijn, Carlos Soares
, Arno J. Knobbe
:
Exceptional Preferences Mining. DS 2016: 3-18 - Huibin Shen, Sándor Szedmák, Céline Brouard
, Juho Rousu:
Soft Kernel Target Alignment for Two-Stage Multiple Kernel Learning. DS 2016: 427-441 - Nikola Simidjievski
, Ljupco Todorovski, Saso Dzeroski
:
Learning Ensembles of Process-Based Models by Bagging of Random Library Samples. DS 2016: 245-260 - Julius Stecher, Frederik Janssen, Johannes Fürnkranz
:
Shorter Rules Are Better, Aren't They? DS 2016: 279-294 - Shazia Tabassum, João Gama
:
Evolution Analysis of Call Ego-Networks. DS 2016: 213-225 - Katrin Ullrich, Jennifer Mack
, Pascal Welke
:
Ligand Affinity Prediction with Multi-pattern Kernels. DS 2016: 474-489 - Pascal Welke
, Tamás Horváth, Stefan Wrobel:
Min-Hashing for Probabilistic Frequent Subtree Feature Spaces. DS 2016: 67-82 - Jan Ruben Zilke, Eneldo Loza Mencía, Frederik Janssen:
DeepRED - Rule Extraction from Deep Neural Networks. DS 2016: 457-473
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