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Nada Lavrač

jožef stefan institute

47H-index
391Paper Count
1.0WCitation Count
Published Papers 42
Publication Date
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Extreme Multi-Label Text Classification for Less-Represented Languages and Low-Resource Environments: Advances and Lessons Learned
errMachine Learning and Knowledge Extraction 2025, Vol. 7, Page 142
IF6
err2025-11-17
err0
errOAAI
errNikola Ivačič; Blaž Škrlj; Boshko Koloski; Senja Pollak; Nada Lavrač; Matthew Purver
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HorNets: learning from discrete and continuous signals with routing neural networks
errMACHINE LEARNING
IF2.9
err2025-02-21
err0
errOAAI
errKoloski, Boshko; Lavrac, Nada; Skrlj, Blaz
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Multimodal AutoML via Representation Evolution
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2022-12-23
err1
errOAAI
errSkrlj, Blaz; Bevec, Matej; Lavrac, Nada
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errSave
Ontology Completion with Graph-Based Machine Learning: A Comprehensive Evaluation
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2022-12-01
err3
errOAAI
errMeznar, Sebastian; Bevec, Matej; Lavrac, Nada; Skrlj, Blaz
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errSave
NeSyChair: Automatic Conference Scheduling Combining Neuro-Symbolic Representations and Constrained Clustering
errIEEE ACCESS
IF3.6
err2022-01-01
err1
errOAAI
errSkvorc, Tadej; Lavrac, Nada; Robnik-Sikonja, Marko
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errSave
Deep node ranking for neuro-symbolic structural node embedding and classification
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2021-09-10
err1
errOAAI
errSkrlj, Blaz; Kralj, Jan; Konc, Janez; Robnik-Sikonja, Marko; Lavrac, Nada
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errSave
ReliefE: feature ranking in high-dimensional spaces via manifold embeddings
errMACHINE LEARNING
IF2.9
err2021-06-17
err3
errOAAI
errSkrlj, Blaz; Dzeroski, Saso; Lavrac, Nada; Petkovic, Matej
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autoBOT: evolving neuro-symbolic representations for explainable low resource text classification
errMACHINE LEARNING
IF2.9
err2021-04-14
err13
errOAAI
errSkrlj, Blaz; Martinc, Matej; Lavrac, Nada; Pollak, Senja
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New Cross-Talks between Pathways Involved in Grapevine Infection with 'Candidatus Phytoplasma solani' Revealed by Temporal Network Modelling
errPLANTS-BASEL
IF4.1
err2021-03-29
err3
errOAAI
errSkrlj, Blaz; Novak, Marusa Pompe; Brader, Guenter; Anzic, Barbara; Ramsak, Ziva; Gruden, Kristina; Kralj, Jan; Kladnik, Ales; Lavrac, Nada; Roitsch, Thomas; Dermastia, Marina
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errSave
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification
errCOMPUTER SPEECH AND LANGUAGE
IF3.4
err2021-01-01
err15
errOAAI
errSkrlj, Blaz; Martinc, Matej; Kralj, Jan; Lavrac, Nada; Pollak, Senja
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errSave
Embedding-based Silhouette community detection
errMACHINE LEARNING
IF2.9
err2020-07-27
err15
errOAAI
errSkrlj, Blaz; Kralj, Jan; Lavrac, Nada
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errSave
Propositionalization and embeddings: two sides of the same coin
errMACHINE LEARNING
IF2.9
err2020-06-28
err16
errOAAI
errLavrac, Nada; Skrlj, Blaz; Robnik-Sikonja, Marko
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errSave
Advancing manufacturing systems with big-data analytics: A conceptual framework
errINTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
IF4
err2020-02-03
err25
errOAAI
errKozjek, Dominik; Vrabic, Rok; Rihtarsic, Borut; Lavrac, Nada; Butala, Peter
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errSave
SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations
errIEEE ACCESS
IF3.6
err2020-01-01
err5
errOAAI
errMeznar, Sebastian; Lavrac, Nada; Skrlj, Blaz
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errSave
Conceptual Representations for Computational Concept Creation
errACM COMPUTING SURVEYS
IF28
err2019-02-25
err11
errOAAI
errXiao, Ping; Toivonen, Hann U.; Gross, Oskar; Cardoso, Amilcar; Correia, Joao; Machado, Penousal; Martins, Pedro; Oliveira, Hugo Goncalo; Sharma, Rahul; Pinto, Alexandre Miguel; Diaz, Alberto; Francisco, Virginia; Gervas, Pablo; Hervas, Raquel; Leon, Carlos; Forth, Jamie; Purver, Matthew; Wiggins, Geraint A.; Miljkovic, Dragana; Podpecan, Vid; Pollak, Senja; Kralj, Jan; Znidarsic, Martin; Bohanec, Marko; Lavrac, Nada; Urbancic, Tanja; Van Der Velde, Frank; Battersby, Stuart
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Symptoms and medications change patterns for Parkinson's disease patients stratification
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2018-09-01
err12
PREAI
errValmarska, Anita; Miljkovic, Dragana; Konitsiotis, Spiros; Gatsios, Dimitris; Lavrac, Nada; Robnik-Sikonja, Marko
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errSave
Outlier based literature exploration for cross-domain linking of Alzheimer's disease and gut microbiota
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-11-01
err9
PREAI
errGubiani, Donatella; Fabbretti, Elsa; Cestnik, Bojan; Lavrac, Nada; Urbancic, Tanja
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errSave
Refinement and selection heuristics in subgroup discovery and classification rule learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-09-01
err15
PREAI
errValmarska, Anita; Lavrac, Nada; Furnkranz, Johannes; Robnik-Sikonja, Marko
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errSave
Identification of clusters of rapid and slow decliners among subjects at risk for Alzheimer's disease
errSCIENTIFIC REPORTS
IF3.9
err2017-07-28
err78
errOAAI
errGamberger, Dragan; Lavrac, Nada; Srivatsa, Shantanu; Tanzi, Rudolph E.; Doraiswamy, P. Murali
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ClowdFlows: Online workflows for distributed big data mining
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2017-03-01
err53
PREAI
errKranjc, Janez; Orac, Roman; Podpecan, Vid; Lavrac, Nada; Robnik-Sikonja, Marko
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Rudolph E. Tanzi
H-index: 143 · Papers: 836
P
P. Murali Doraiswamy
H-index: 103 · Papers: 595
J
Jakub Tolar
H-index: 68 · Papers: 541
P
Peter Flach
H-index: 66 · Papers: 432
S
Sašo Džeroski
H-index: 64 · Papers: 599
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