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151

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Part-of-speech tagging using Progol

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 1.25 MB

english, 1997

152

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Data mining via ILP: The application of Progol to a database of enantioseparations

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 611 KB

english, 1997

153

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || On the complexity of some Inductive Logic Programming problems

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 1.21 MB

english, 1997

154

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Learning with abduction

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 655 KB

english, 1997

155

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Induction of Slovene nominal paradigms

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 659 KB

english, 1997

156

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Inductive logic programming and constraint logic programming (abstract)

Lavrač, Nada, Džeroski, Sašo

Year:

1997

File:

PDF, 33 KB

1997

157

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Systematic Predicate Invention in Inductive Logic Programming

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 1.04 MB

english, 1997

158

The use of data-derived label hierarchies in multi-label classification

Madjarov, Gjorgji, Gjorgjevikj, Dejan, Dimitrovski, Ivica, Džeroski, Sašo

Journal:

Journal of Intelligent Information Systems

Year:

2016

Language:

english

File:

PDF, 1.64 MB

english, 2016

159

Learning stochastic process-based models of dynamical systems from knowledge and data

Tanevski, Jovan, Todorovski, Ljupčo, Džeroski, Sašo

Journal:

BMC Systems Biology

Year:

2016

Language:

english

File:

PDF, 1.52 MB

english, 2016

160

Multi-relational data mining 2004

Džeroski, Sašo, Blockeel, Hendrik

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2004

Language:

english

File:

PDF, 86 KB

english, 2004

161

EXPERIMENTS IN PREDICTING BIODEGRADABILITY

BLOCKEEL, HENDRIK, DŽEROSKI, SAŠO, KOMPARE, BORIS, KRAMER, STEFAN, PFAHRINGER, BERNHARD, LAER, WIM VAN

Journal:

Applied Artificial Intelligence

Year:

2004

Language:

english

File:

PDF, 407 KB

english, 2004

162

Multi-Relational Data Mining 2005

Blockeel, Hendrik, Džeroski, Sašo

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2005

Language:

english

File:

PDF, 98 KB

english, 2005

163

Multi-relational data mining

Džeroski, Sašo, De Raedt, Luc

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2003

Language:

english

File:

PDF, 144 KB

english, 2003

164

A comparison of fuzzy identification methods on benchmark datasets

Aleksovski, Darko, Dovžan, Dejan, Džeroski, Sašo, Kocijan, Juš

Journal:

IFAC-PapersOnLine

Year:

2016

Language:

english

File:

PDF, 573 KB

english, 2016

165

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Using logical decision trees for clustering

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 652 KB

english, 1997

166

Process-based design of dynamical biological systems

Tanevski, Jovan, Todorovski, Ljupčo, Džeroski, Sašo

Journal:

Scientific Reports

Year:

2016

Language:

english

File:

PDF, 1.42 MB

english, 2016

167

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Distance between Herbrand interpretations: A measure for approximations to a target concept

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 1.00 MB

english, 1997

168

A framework for redescription set construction

Mihelčić, Matej, Džeroski, Sašo, Lavrač, Nada, Šmuc, Tomislav

Journal:

Expert Systems with Applications

Year:

2017

Language:

english

File:

PDF, 2.65 MB

english, 2017

169

Using Data Mining to Predict Soil Quality after Application of Biosolids in Agriculture

Cortet, Jérôme, Kocev, Dragi, Ducobu, Caroline, Džeroski, Sašo, Debeljak, Marko, Schwartz, Christophe

Journal:

Journal of Environmental Quality

Year:

2011

Language:

english

File:

PDF, 1.04 MB

english, 2011

170

Self-training for multi-target regression with tree ensembles

Levatić, Jurica, Ceci, Michelangelo, Kocev, Dragi, Džeroski, Sašo

Journal:

Knowledge-Based Systems

Year:

2017

Language:

english

File:

PDF, 686 KB

english, 2017

171

Semi-supervised classification trees

Levatić, Jurica, Ceci, Michelangelo, Kocev, Dragi, Džeroski, Sašo

Journal:

Journal of Intelligent Information Systems

Year:

2017

Language:

english

File:

PDF, 1.90 MB

english, 2017

172

Tree-based methods for online multi-target regression

Osojnik, Aljaž, Panov, Panče, Džeroski, Sašo

Journal:

Journal of Intelligent Information Systems

Year:

2017

Language:

english

File:

PDF, 1.35 MB

english, 2017

173

Neuroblastoma tumorigenesis is regulated through the Nm23-H1/h-Prune C-terminal interaction

Carotenuto, Marianeve, Pedone, Emilia, Diana, Donatella, de Antonellis, Pasqualino, Džeroski, Sašo, Marino, Natascia, Navas, Luigi, Di Dato, Valeria, Scoppettuolo, Maria Nunzia, Cimmino, Flora, Correa

Journal:

Scientific Reports

Year:

2013

Language:

english

File:

PDF, 2.56 MB

english, 2013

174

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Carcinogenesis predictions using ILP

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 1.00 MB

english, 1997

175

Redescription mining augmented with random forest of multi-target predictive clustering trees

Mihelčić, Matej, Džeroski, Sašo, Lavrač, Nada, Šmuc, Tomislav

Journal:

Journal of Intelligent Information Systems

Year:

2017

Language:

english

File:

PDF, 2.00 MB

english, 2017

176

[Lecture Notes in Computer Science] Inductive Logic Programming Volume 1297 || Realizing Progol by forward reasoning

Lavrač, Nada, Džeroski, Sašo

Year:

1997

Language:

english

File:

PDF, 562 KB

english, 1997

177

Evaluating the effect of Clostridium difficile conditioned medium on fecal microbiota community structure

Horvat, Sabina, Mahnic, Aleksander, Breskvar, Martin, Dzeroski, Saso, Rupnik, Maja

Journal:

Scientific Reports

Year:

2017

Language:

english

File:

PDF, 1.82 MB

english, 2017

178

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Analyzing Granger Causality in Climate Data with Time Series Classification Methods

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 497 KB

english, 2017

179

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10534 || Bayesian Nonlinear Support Vector Machines for Big Data

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 428 KB

english, 2017

180

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10535 || $$k^2$$ k 2 -means for Fast and Accurate Large Scale Clustering

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 638 KB

english, 2017

181

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10535 || On-Line Dynamic Time Warping for Streaming Time Series

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 786 KB

english, 2017

182

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10534 || K-Clique-Graphs for Dense Subgraph Discovery

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 611 KB

english, 2017

183

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10534 || Nyström Sketches

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 761 KB

english, 2017

184

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Unsupervised Signature Extraction from Forensic Logs

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 321 KB

english, 2017

185

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10534 || Sequence Generation with Target Attention

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 1.13 MB

english, 2017

186

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10534 || Joint User Modeling Across Aligned Heterogeneous Sites Using Neural Networks

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 994 KB

english, 2017

187

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Image Representation, Annotation and Retrieval with Predictive Clustering Trees

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 102 KB

english, 2017

188

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Structural Semantic Models for Automatic Analysis of Urban Areas

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 7.59 MB

english, 2017

189

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10534 || zooRank: Ranking Suspicious Entities in Time-Evolving Tensors

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 2.02 MB

english, 2017

190

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10534 || Concentration Free Outlier Detection

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 649 KB

english, 2017

191

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10535 || Pivot-Based Distributed K-Nearest Neighbor Mining

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 967 KB

english, 2017

192

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || DC-Prophet: Predicting Catastrophic Machine Failures in DataCenters

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 1.07 MB

english, 2017

193

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10535 || A Simple Exponential Family Framework for Zero-Shot Learning

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 562 KB

english, 2017

194

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10535 || Multi-view Generative Adversarial Networks

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 1.33 MB

english, 2017

195

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Taking It for a Test Drive: A Hybrid Spatio-Temporal Model for Wildlife Poaching Prediction Evaluated Through a Controlled Field Test

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 713 KB

english, 2017

196

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10535 || Multi-view Spectral Clustering on Conflicting Views

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 565 KB

english, 2017

197

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10536 || Koopman Spectral Kernels for Comparing Complex Dynamics: Application to Multiagent Sport Plays

Altun, Yasemin, Das, Kamalika, Mielikäinen, Taneli, Malerba, Donato, Stefanowski, Jerzy, Read, Jesse, Žitnik, Marinka, Ceci, Michelangelo, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 462 KB

english, 2017

198

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10534 || FCNN: Fourier Convolutional Neural Networks

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 1.64 MB

english, 2017

199

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10534 || SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 1.06 MB

english, 2017

200

[Lecture Notes in Computer Science] Machine Learning and Knowledge Discovery in Databases Volume 10535 || ALADIN: A New Approach for Drug–Target Interaction Prediction

Ceci, Michelangelo, Hollmén, Jaakko, Todorovski, Ljupčo, Vens, Celine, Džeroski, Sašo

Year:

2017

Language:

english

File:

PDF, 2.61 MB

english, 2017

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