Blaž Škrlj - Publications, H-index & Citations

Blaž Škrlj

jožef stefan institute

17H指数

117论文数

810被引数

收录论文 28

发表时间

Extreme Multi-Label Text Classification for Less-Represented Languages and Low-Resource Environments: Advances and Lessons Learned 低代表性语言和低资源环境下的大规模多标签文本分类：进展与经验教训

Machine Learning and Knowledge Extraction 2025, Vol. 7, Page 142

IF6

2025-11-17

OAAI

Nikola Ivačič; Blaž Škrlj; Boshko Koloski; Senja Pollak; Nada Lavrač; Matthew Purver

HorNets: learning from discrete and continuous signals with routing neural networks HorNets：通过路由神经网络学习离散和连续信号

MACHINE LEARNING

IF2.9

2025-02-21

OAAI

Koloski, Boshko; Lavrac, Nada; Skrlj, Blaz

Measuring Catastrophic Forgetting in Cross-Lingual Classification: Transfer Paradigms and Tuning Strategies

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Koloski, Boshko; Skrlj, Blaz; Robnik-Sikonja, Marko; Pollak, Senja

Dense attention network identifies EEG abnormalities during working memory performance of patients with schizophrenia

FRONTIERS IN PSYCHIATRY

IF3.2

2023-09-25

OAAI

Perellon-Alfonso, Ruben; Oblak, Ales; Kuclar, Matija; Skrlj, Blaz; Pileckyte, Indre; Skodlar, Borut; Pregelj, Peter; Abellaneda-Perez, Kilian; Bartres-Faz, David; Repovs, Grega; Bon, Jurij

Multimodal AutoML via Representation Evolution

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2022-12-23

OAAI

Skrlj, Blaz; Bevec, Matej; Lavrac, Nada

Ontology Completion with Graph-Based Machine Learning: A Comprehensive Evaluation

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2022-12-01

OAAI

Meznar, Sebastian; Bevec, Matej; Lavrac, Nada; Skrlj, Blaz

Relational tree ensembles and feature rankings

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-09-01

PREAI

Petkovic, Matej; Ceci, Michelangelo; Pio, Gianvito; Skrlj, Blaz; Kersting, Kristian; Dzeroski, Sago

Knowledge graph informed fake news classification via heterogeneous representation ensembles

NEUROCOMPUTING

IF6.5

2022-07-01

OAAI

Koloski, Boshko; Perdih, Timen Stepisnik; Robnik-Sikonja, Marko; Pollak, Senja; Skrlj, Blaz

ProBiS-Dock: A Hybrid Multitemplate Homology Flexible Docking Algorithm Enabled by Protein Binding Site Comparison

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2022-03-15

PREAI

Konc, Janez; Lesnik, Samo; Skrlj, Blaz; Sova, Matej; Proj, Matic; Knez, Damijan; Gobec, Stanislav; Janezic, Dusanka

Fuzzy Jaccard Index: A robust comparison of ordered lists

APPLIED SOFT COMPUTING

IF6.6

2021-12-01

OAAI

Petkovic, Matej; Skrlj, Blaz; Kocev, Dragi; Simidjievski, Nikola

Deep node ranking for neuro-symbolic structural node embedding and classification

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2021-09-10

OAAI

Skrlj, Blaz; Kralj, Jan; Konc, Janez; Robnik-Sikonja, Marko; Lavrac, Nada

ProBiS-Dock Database: A Web Server and Interactive Web Repository of Small Ligand-Protein Binding Sites for Drug Design

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2021-07-28

PREAI

Konc, Janez; Lesnik, Samo; Skrlj, Blaz; Janezic, Dusanka

Investigating cross-lingual training for offensive language detection 研究用于攻击性语言检测的跨语言训练

PEERJ COMPUTER SCIENCE

IF2.5

2021-06-25

OAAI

Pelicon, Andraz; Shekhar, Ravi; Skrlj, Blaz; Purver, Matthew; Pollak, Senja

ReliefE: feature ranking in high-dimensional spaces via manifold embeddings

MACHINE LEARNING

IF2.9

2021-06-17

OAAI

Skrlj, Blaz; Dzeroski, Saso; Lavrac, Nada; Petkovic, Matej

The role of the Listeria monocytogenes surfactome in biofilm formation

MICROBIAL BIOTECHNOLOGY

IF5.2

2021-06-09

OAAI

Janez, Nika; Skrlj, Blaz; Sternisa, Meta; Klancnik, Anja; Sabotic, Jerica

Prioritisation of Compounds for 3CLpro Inhibitor Development on SARS-CoV-2 Variants 在SARS-CoV-2变体上优先开发3种CLpro抑制剂的化合物

MOLECULES

IF4.6

2021-05-18

OAAI

Jukic, Marko; Skrlj, Blaz; Tomsic, Gasper; Plesko, Sebastian; Podlipnik, Crtomir; Bren, Urban

autoBOT: evolving neuro-symbolic representations for explainable low resource text classification

MACHINE LEARNING

IF2.9

2021-04-14

OAAI

Skrlj, Blaz; Martinc, Matej; Lavrac, Nada; Pollak, Senja

New Cross-Talks between Pathways Involved in Grapevine Infection with 'Candidatus Phytoplasma solani' Revealed by Temporal Network Modelling

PLANTS-BASEL

IF4.1

2021-03-29

OAAI

Skrlj, Blaz; Novak, Marusa Pompe; Brader, Guenter; Anzic, Barbara; Ramsak, Ziva; Gruden, Kristina; Kralj, Jan; Kladnik, Ales; Lavrac, Nada; Roitsch, Thomas; Dermastia, Marina

Ensemble- and distance-based feature ranking for unsupervised learning

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2021-03-03

OAAI

Petkovic, Matej; Kocev, Dragi; Skrlj, Blaz; Dzeroski, Saso

A comprehensive comparison of molecular feature representations for use in predictive modeling

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-03-01

PREAI

Stepisnik, Tomaz; Skrlj, Blaz; Wicker, Jorg; Kocev, Dragi

研究方向