Blaz Skrlj

125 papers A* 1A 3B 7Journal 82Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
FuDoBa: Fusing Document and Knowledge Graph Based Representations with Bayesian Optimisation.
Mach. Learn.
Boshko Koloski, Senja Pollak, Roberto Navigli, Blaz Skrlj
2025 J jnl
Agent0: Leveraging LLM Agents to Discover Multi-value Features from Text for Enhanced Recommendations.
CoRR
Blaz Skrlj, Benoît Guilleminot, Andraz Tori
2025 J jnl
DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation.
CoRR
Blaz Skrlj, Yonatan Karni, Grega Gaspersic, Blaz Mramor, Yulia Stolin, Martin Jakomin, Jasna Urbancic, Yuval Dishi, Natalia Silberstein, Ophir Friedler, Assaf Klein
2025 J jnl
Extreme Multi-Label Text Classification for Less-Represented Languages and Low-Resource Environments: Advances and Lessons Learned.
Mach. Learn. Knowl. Extr.
Nikola Ivacic, Blaz Skrlj, Boshko Koloski, Senja Pollak, Nada Lavrac, Matthew Purver
2025 — conf
From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies.
Challenges and Algorithms for Knowledge Discovery from Data
Blaz Skrlj, Boshko Koloski, Senja Pollak, Nada Lavrac
2025 J jnl
From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies.
CoRR
Blaz Skrlj, Boshko Koloski, Senja Pollak, Nada Lavrac
2025 J jnl
FuDoBa: Fusing Document and Knowledge Graph-based Representations with Bayesian Optimisation.
CoRR
Boshko Koloski, Senja Pollak, Roberto Navigli, Blaz Skrlj
2025 J jnl
HorNets: Learning from Discrete and Continuous Signals with Routing Neural Networks.
CoRR
Boshko Koloski, Nada Lavrac, Blaz Skrlj
2025 J jnl
HorNets: learning from discrete and continuous signals with routing neural networks.
Mach. Learn.
Boshko Koloski, Nada Lavrac, Blaz Skrlj
2025 J jnl
LLM Embeddings for Deep Learning on Tabular Data.
CoRR
Boshko Koloski, Andrei Margeloiu, Xiangjian Jiang, Blaz Skrlj, Nikola Simidjievski, Mateja Jamnik
2025 J jnl
Measuring Catastrophic Forgetting in Cross-Lingual Classification: Transfer Paradigms and Tuning Strategies.
IEEE Access
Boshko Koloski, Blaz Skrlj, Marko Robnik-Sikonja, Senja Pollak
2025 — conf
Multimodal Embedding Fusion for Scalable Context-First CTR.
ICDM (Workshops)
Mark Znidar, Blaz Mramor, Natalia Silberstein, Anze Alic, Martin Jakomin, Blaz Skrlj
2025 J jnl
TT-XAI: Trustworthy Clinical Text Explanations via Keyword Distillation and LLM Reasoning.
CoRR
Kristian Miok, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja
2024 — conf
A Bag of Tricks for Scaling CPU-based Deep FFMs to more than 300m Predictions per Second.
AdKDD@KDD
Blaz Skrlj, Benjamin Ben-Shalom, Grega Gaspersic, Adi Schwartz, Ramzi Hoseisi, Naama Ziporin, Davorin Kopic, Andraz Tori
2024 J jnl
A Bag of Tricks for Scaling CPU-based Deep FFMs to more than 300m Predictions per Second.
CoRR
Blaz Skrlj, Benjamin Ben-Shalom, Grega Gaspersic, Adi Schwartz, Ramzi Hoseisi, Naama Ziporin, Davorin Kopic, Andraz Tori
2024 — conf
AHAM: Adapt, Help, Ask, Model Harvesting LLMs for Literature Mining.
IDA (1)
Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin
2024 — conf
AutoML-Guided Fusion of Entity and LLM-Based Representations for Document Classification.
DS (1)
Boshko Koloski, Senja Pollak, Roberto Navigli, Blaz Skrlj
2024 J jnl
AutoML-guided Fusion of Entity and LLM-based representations.
CoRR
Boshko Koloski, Senja Pollak, Roberto Navigli, Blaz Skrlj
2024 — book
From Unimodal to Multimodal Machine Learning - An Overview
Blaz Skrlj
2024 — conf
Generating Diverse Synthetic Datasets for Evaluation of Real-life Recommender Systems.
NORMalize@RecSys
Miha Malensek, Blaz Skrlj, Blaz Mramor, Jure Demsar
2024 J jnl
Generating Diverse Synthetic Datasets for Evaluation of Real-life Recommender Systems.
CoRR
Miha Malensek, Blaz Skrlj, Blaz Mramor, Jure Demsar
2024 — conf
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain.
GRaM
Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini, Mathilde Papillon, Miquel Ferriol-Galmés, Mustafa Hajij, Theodore Papamarkou, Maria Sofia Bucarelli, Olga Zaghen, Johan Mathe, Audun Myers, Scott Mahan, Hansen Lillemark, Sharvaree Vadgama, Erik J. Bekkers, Tim Doster, Tegan Emerson, Henry Kvinge, Katrina Agate, Nesreen K. Ahmed, Pengfei Bai, Michael Banf, Claudio Battiloro, Maxim Beketov, Paul Bogdan, Martin Carrasco, Andrea Cavallo, Yun Young Choi, George Dasoulas, Matous Elphick, Giordan Escalona, Dominik Filipiak, Halley Fritze, Thomas Gebhart, Manel Gil-Sorribes, Salvish Goomanee, Victor Guallar, Liliya Imasheva, Andrei Irimia, Hongwei Jin, Graham Johnson, Nikos Kanakaris, Boshko Koloski, Veljko Kovac, Manuel Lecha, Minho Lee, Pierrick Leroy, Theodore Long, German Magai, Alvaro Martinez, Marissa Masden, Sebastian Meznar, Bertran Miquel-Oliver, Alexis Molina, Alexander Nikitin, Marco Nurisso, Matt Piekenbrock, Yu Qin, Patryk Rygiel, Alessandro Salatiello, Max Schattauer, Pavel Snopov, Julian Suk, Valentina Sánchez, Mauricio Tec, Francesco Vaccarino, Jonas Verhellen, Frédéric Wantiez, Alexander Weers, Patrik Zajec, Blaz Skrlj, Nina Miolane
2024 J jnl
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain.
CoRR
Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini, Mathilde Papillon, Miquel Ferriol-Galmés, Mustafa Hajij, Theodore Papamarkou, Maria Sofia Bucarelli, Olga Zaghen, Johan Mathe, Audun Myers, Scott Mahan, Hansen Lillemark, Sharvaree P. Vadgama, Erik J. Bekkers, Tim Doster, Tegan Emerson, Henry Kvinge, Katrina Agate, Nesreen K. Ahmed, Pengfei Bai, Michael Banf, Claudio Battiloro, Maxim Beketov, Paul Bogdan, Martin Carrasco, Andrea Cavallo, Yun Young Choi, George Dasoulas, Matous Elphick, Giordan Escalona, Dominik Filipiak, Halley Fritze, Thomas Gebhart, Manel Gil-Sorribes, Salvish Goomanee, Victor Guallar, Liliya Imasheva, Andrei Irimia, Hongwei Jin, Graham Johnson, Nikos Kanakaris, Boshko Koloski, Veljko Kovac, Manuel Lecha, Minho Lee, Pierrick Leroy, Theodore Long, German Magai, Alvaro Martinez, Marissa Masden, Sebastian Meznar, Bertran Miquel-Oliver, Alexis Molina, Alexander Nikitin, Marco Nurisso, Matt Piekenbrock, Yu Qin, Patryk Rygiel, Alessandro Salatiello, Max Schattauer, Pavel Snopov, Julian Suk, Valentina Sánchez, Mauricio Tec, Francesco Vaccarino, Jonas Verhellen, Frédéric Wantiez, Alexander Weers, Patrik Zajec, Blaz Skrlj, Nina Miolane
2023 J jnl
AHAM: Adapt, Help, Ask, Model - Harvesting LLMs for literature mining.
CoRR
Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin
2023 J jnl
DDeMON: Ontology-based function prediction by Deep Learning from Dynamic Multiplex Networks.
CoRR
Jan Kralj, Blaz Skrlj, Ziva Ramsak, Nada Lavrac, Kristina Gruden
2023 — conf
Drifter: Efficient Online Feature Monitoring for Improved Data Integrity in Large-Scale Recommendation Systems.
ORSUM@RecSys
Blaz Skrlj, Nir Ki-Tov, Lee Edelist, Natalia Silberstein, Hila Weisman-Zohar, Blaz Mramor, Davorin Kopic, Naama Ziporin
2023 J jnl
Drifter: Efficient Online Feature Monitoring for Improved Data Integrity in Large-Scale Recommendation Systems.
CoRR
Blaz Skrlj, Nir Ki-Tov, Lee Edelist, Natalia Silberstein, Hila Weisman-Zohar, Blaz Mramor, Davorin Kopic, Naama Ziporin
2023 — conf
Inducing Document Representations from Graphs: A Blueprint.
Tiny Papers @ ICLR
Boshko Koloski, Marko Pranjic, Nada Lavrac, Blaz Skrlj, Senja Pollak
2023 J jnl
Latent Graph Powered Semi-Supervised Learning on Biomedical Tabular Data.
CoRR
Boshko Koloski, Blaz Skrlj, Senja Pollak, Nada Lavrac
2023 J jnl
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies.
CoRR
Boshko Koloski, Blaz Skrlj, Marko Robnik-Sikonja, Senja Pollak
2023 J jnl
Multimodal AutoML via Representation Evolution.
Mach. Learn. Knowl. Extr.
Blaz Skrlj, Matej Bevec, Nada Lavrac
2023 A conf
OutRank: Speeding up AutoML-based Model Search for Large Sparse Data sets with Cardinality-aware Feature Ranking.
RecSys
Blaz Skrlj, Blaz Mramor
2023 J jnl
OutRank: Speeding up AutoML-based Model Search for Large Sparse Data sets with Cardinality-aware Feature Ranking.
CoRR
Blaz Skrlj, Blaz Mramor
2022 J jnl
Deep node ranking for neuro-symbolic structural node embedding and classification.
Int. J. Intell. Syst.
Blaz Skrlj, Jan Kralj, Janez Konc, Marko Robnik-Sikonja, Nada Lavrac
2022 A conf
Dynamic Surrogate Switching: Sample-Efficient Search for Factorization Machine Configurations in Online Recommendations.
RecSys
Blaz Skrlj, Adi Schwartz, Jure Ferlez, Davorin Kopic, Naama Ziporin
2022 J jnl
Dynamic Surrogate Switching: Sample-Efficient Search for Factorization Machine Configurations in Online Recommendations.
CoRR
Blaz Skrlj, Adi Schwartz, Jure Ferlez, Davorin Kopic, Naama Ziporin
2022 — conf
E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and Knowledge-graph backed Detection of Depression.
LT-EDI
Ilija Tavchioski, Boshko Koloski, Blaz Skrlj, Senja Pollak
2022 — conf
Early detection of depression with linear models using hand-crafted and contextual features.
CLEF (Working Notes)
Ilija Tavchioski, Blaz Skrlj, Senja Pollak, Boshko Koloski
2022 J jnl
Knowledge graph informed fake news classification via heterogeneous representation ensembles.
Neurocomputing
Boshko Koloski, Timen Stepisnik Perdih, Marko Robnik-Sikonja, Senja Pollak, Blaz Skrlj
2022 J jnl
Ontology Completion with Graph-Based Machine Learning: A Comprehensive Evaluation.
Mach. Learn. Knowl. Extr.
Sebastian Meznar, Matej Bevec, Nada Lavrac, Blaz Skrlj
2022 B conf
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?
LREC
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
2022 J jnl
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?
CoRR
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
2022 J jnl
ProBiS-Dock: A Hybrid Multitemplate Homology Flexible Docking Algorithm Enabled by Protein Binding Site Comparison.
J. Chem. Inf. Model.
Janez Konc, Samo Lesnik, Blaz Skrlj, Matej Sova, Matic Proj, Damijan Knez, Stanislav Gobec, Dusanka Janezic
2022 J jnl
Relational tree ensembles and feature rankings.
Knowl. Based Syst.
Matej Petkovic, Michelangelo Ceci, Gianvito Pio, Blaz Skrlj, Kristian Kersting, Saso Dzeroski
2022 J jnl
ReliefE: feature ranking in high-dimensional spaces via manifold embeddings.
Mach. Learn.
Blaz Skrlj, Saso Dzeroski, Nada Lavrac, Matej Petkovic
2022 B conf
Retrieval-Efficiency Trade-Off of Unsupervised Keyword Extraction.
DS
Blaz Skrlj, Boshko Koloski, Senja Pollak
2022 J jnl
Retrieval-efficiency trade-off of Unsupervised Keyword Extraction.
CoRR
Blaz Skrlj, Boshko Koloski, Senja Pollak
2022 J jnl
TNT-KID: Transformer-based neural tagger for keyword identification.
Nat. Lang. Eng.
Matej Martinc, Blaz Skrlj, Senja Pollak
2022 J jnl
To BAN or Not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection.
Cogn. Comput.
Kristian Miok, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja
2021 J jnl
A comprehensive comparison of molecular feature representations for use in predictive modeling.
Comput. Biol. Medicine
Tomaz Stepisnik, Blaz Skrlj, Jörg Wicker, Dragi Kocev
2021 — conf
BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers.
EACL (Hackashop)
Enja Kokalj, Blaz Skrlj, Nada Lavrac, Senja Pollak, Marko Robnik-Sikonja
2021 J jnl
CaNDis: a web server for investigation of causal relationships between diseases, drugs and drug targets.
Bioinform.
Blaz Skrlj, Nika Erzen, Nada Lavrac, Tanja Kunej, Janez Konc
2021 A* conf
Compressibility of Distributed Document Representations.
ICDM
Blaz Skrlj, Matej Petkovic
2021 J jnl
Compressibility of Distributed Document Representations.
CoRR
Blaz Skrlj, Matej Petkovic
2021 — conf
EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions.
EACL (Hackashop)
Senja Pollak, Marko Robnik-Sikonja, Matthew Purver, Michele Boggia, Ravi Shekhar, Marko Pranjic, Salla Salmela, Ivar Krustok, Tarmo Paju, Carl-Gustav Linden, Leo Leppänen, Elaine Zosa, Matej Ulcar, Linda Freienthal, Silver Traat, Luis Adrián Cabrera-Diego, Matej Martinc, Nada Lavrac, Blaz Skrlj, Martin Znidarsic, Andraz Pelicon, Boshko Koloski, Vid Podpecan, Janez Kranjc, Shane Sheehan, Emanuela Boros, José G. Moreno, Antoine Doucet, Hannu Toivonen
2021 J jnl
Ensemble- and distance-based feature ranking for unsupervised learning.
Int. J. Intell. Syst.
Matej Petkovic, Dragi Kocev, Blaz Skrlj, Saso Dzeroski
2021 — conf
Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces.
EACL (Hackashop)
Blaz Skrlj, Shane Sheehan, Nika Erzen, Marko Robnik-Sikonja, Saturnino Luz, Senja Pollak
2021 — conf
Extending Neural Keyword Extraction with TF-IDF tagset matching.
EACL (Hackashop)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
2021 J jnl
Extending Neural Keyword Extraction with TF-IDF tagset matching.
CoRR
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
2021 J jnl
Fuzzy Jaccard Index: A robust comparison of ordered lists.
Appl. Soft Comput.
Matej Petkovic, Blaz Skrlj, Dragi Kocev, Nikola Simidjievski
2021 — conf
Identification of COVID-19 Related Fake News via Neural Stacking.
CONSTRAINT@AAAI
Boshko Koloski, Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj
2021 J jnl
Identification of COVID-19 related Fake News via Neural Stacking.
CoRR
Boshko Koloski, Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj
2021 — conf
Interesting cross-border news discovery using cross-lingual article linking and document similarity.
EACL (Hackashop)
Boshko Koloski, Elaine Zosa, Timen Stepisnik Perdih, Blaz Skrlj, Tarmo Paju, Senja Pollak
2021 J jnl
Investigating cross-lingual training for offensive language detection.
PeerJ Comput. Sci.
Andraz Pelicon, Ravi Shekhar, Blaz Skrlj, Matthew Purver, Senja Pollak
2021 — conf
JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification.
WWW (Companion Volume)
Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj
2021 J jnl
JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification.
CoRR
Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj
2021 J jnl
Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles.
CoRR
Boshko Koloski, Timen Stepisnik Perdih, Marko Robnik-Sikonja, Senja Pollak, Blaz Skrlj
2021 J jnl
Link Analysis meets Ontologies: Are Embeddings the Answer?
CoRR
Sebastian Meznar, Matej Bevec, Nada Lavrac, Blaz Skrlj
2021 B conf
Prioritization of COVID-19-Related Literature via Unsupervised Keyphrase Extraction and Document Representation Learning.
DS
Blaz Skrlj, Marko Jukic, Nika Erzen, Senja Pollak, Nada Lavrac
2021 J jnl
Prioritization of COVID-19-related literature via unsupervised keyphrase extraction and document representation learning.
CoRR
Blaz Skrlj, Marko Jukic, Nika Erzen, Senja Pollak, Nada Lavrac
2021 J jnl
ProBiS-Dock Database: A Web Server and Interactive Web Repository of Small Ligand-Protein Binding Sites for Drug Design.
J. Chem. Inf. Model.
Janez Konc, Samo Lesnik, Blaz Skrlj, Dusanka Janezic
2021 J jnl
PubMed-Scale Chemical Concept Embeddings Reconstruct Physical Protein Interaction Networks.
Frontiers Res. Metrics Anal.
Blaz Skrlj, Enja Kokalj, Nada Lavrac
2021 J jnl
ReliefE: Feature Ranking in High-dimensional Spaces via Manifold Embeddings.
CoRR
Blaz Skrlj, Saso Dzeroski, Nada Lavrac, Matej Petkovic
2021 J jnl
Semantic Reasoning from Model-Agnostic Explanations.
CoRR
Timen Stepisnik Perdih, Nada Lavrac, Blaz Skrlj
2021 J jnl
Transfer Learning for Node Regression Applied to Spreading Prediction.
Complex Syst.
Sebastian Meznar, Nada Lavrac, Blaz Skrlj
2021 J jnl
Transfer Learning for Node Regression Applied to Spreading Prediction.
CoRR
Sebastian Meznar, Nada Lavrac, Blaz Skrlj
2021 B conf
Unsupervised Feature Ranking via Attribute Networks.
DS
Urh Primozic, Blaz Skrlj, Saso Dzeroski, Matej Petkovic
2021 J jnl
Unsupervised Feature Ranking via Attribute Networks.
CoRR
Urh Primozic, Blaz Skrlj, Saso Dzeroski, Matej Petkovic
2021 — conf
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection.
EACL (Hackashop)
Andraz Pelicon, Ravi Shekhar, Matej Martinc, Blaz Skrlj, Matthew Purver, Senja Pollak
2021 J jnl
autoBOT: evolving neuro-symbolic representations for explainable low resource text classification.
Mach. Learn.
Blaz Skrlj, Matej Martinc, Nada Lavrac, Senja Pollak
2021 J jnl
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification.
Comput. Speech Lang.
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
2020 J jnl
AttViz: Online exploration of self-attention for transparent neural language modeling.
CoRR
Blaz Skrlj, Nika Erzen, Shane Sheehan, Saturnino Luz, Marko Robnik-Sikonja, Senja Pollak
2020 B conf
COVID-19 Therapy Target Discovery with Context-Aware Literature Mining.
DS
Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
2020 J jnl
COVID-19 therapy target discovery with context-aware literature mining.
CoRR
Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
2020 J jnl
Embedding-based Silhouette community detection.
Mach. Learn.
Blaz Skrlj, Jan Kralj, Nada Lavrac
2020 J jnl
Ensemble- and Distance-Based Feature Ranking for Unsupervised Learning.
CoRR
Matej Petkovic, Dragi Kocev, Blaz Skrlj, Saso Dzeroski
2020 A conf
Feature Importance Estimation with Self-Attention Networks.
ECAI
Blaz Skrlj, Saso Dzeroski, Nada Lavrac, Matej Petkovic
2020 J jnl
Feature Importance Estimation with Self-Attention Networks.
CoRR
Blaz Skrlj, Saso Dzeroski, Nada Lavrac, Matej Petkovic
2020 J jnl
Fuzzy Jaccard Index: A robust comparison of ordered lists.
CoRR
Matej Petkovic, Blaz Skrlj, Dragi Kocev, Nikola Simidjievski
2020 — conf
Know your Neighbors: Efficient Author Profiling via Follower Tweets.
CLEF (Working Notes)
Boshko Koloski, Senja Pollak, Blaz Skrlj
2020 J jnl
Layer entanglement in multiplex, temporal multiplex, and coupled multilayer networks.
Appl. Netw. Sci.
Blaz Skrlj, Benjamin Renoust
2020 J jnl
Layer entanglement in multiplex, temporal multiplex, and coupled multilayer networks.
CoRR
Blaz Skrlj, Benjamin Renoust
2020 — conf
Multilingual Detection of Fake News Spreaders via Sparse Matrix Factorization.
CLEF (Working Notes)
Boshko Koloski, Senja Pollak, Blaz Skrlj
2020 J jnl
Predicting Generalization in Deep Learning via Metric Learning - PGDL Shared task.
CoRR
Sebastian Meznar, Blaz Skrlj
2020 — conf
Prediction of the Effects of Epidemic Spreading with Graph Neural Networks.
COMPLEX NETWORKS (1)
Sebastian Meznar, Nada Lavrac, Blaz Skrlj
2020 J jnl
Propositionalization and Embeddings: Two Sides of the Same Coin.
CoRR
Nada Lavrac, Blaz Skrlj, Marko Robnik-Sikonja
2020 J jnl
Propositionalization and embeddings: two sides of the same coin.
Mach. Learn.
Nada Lavrac, Blaz Skrlj, Marko Robnik-Sikonja
2020 J jnl
SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations.
IEEE Access
Sebastian Meznar, Nada Lavrac, Blaz Skrlj
2020 J jnl
SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations.
CoRR
Sebastian Meznar, Nada Lavrac, Blaz Skrlj
2020 J jnl
TNT-KID: Transformer-based Neural Tagger for Keyword Identification.
CoRR
Matej Martinc, Blaz Skrlj, Senja Pollak
2019 J jnl
CBSSD: community-based semantic subgroup discovery.
J. Intell. Inf. Syst.
Blaz Skrlj, Jan Kralj, Nada Lavrac
2019 J jnl
Deep Node Ranking: an Algorithm for Structural Network Embedding and End-to-End Classification.
CoRR
Blaz Skrlj, Jan Kralj, Janez Konc, Marko Robnik-Sikonja, Nada Lavrac
2019 J jnl
Embedding-based Silhouette Community Detection.
CoRR
Blaz Skrlj, Jan Kralj, Nada Lavrac
2019 — conf
Fake or Not: Distinguishing between Bots, Males and Females.
CLEF (Working Notes)
Matej Martinc, Blaz Skrlj, Senja Pollak
2019 — conf
Language Comparison via Network Topology.
SLSP
Blaz Skrlj, Senja Pollak
2019 J jnl
Language comparison via network topology.
CoRR
Blaz Skrlj, Senja Pollak
2019 — conf
Patterns of Multiplex Layer Entanglement Across Real and Synthetic Networks.
COMPLEX NETWORKS (2)
Blaz Skrlj, Benjamin Renoust
2019 J jnl
Patterns of Multiplex Layer Entanglement across Real and Synthetic Networks.
CoRR
Blaz Skrlj, Benjamin Renoust
2019 — conf
Prediction Uncertainty Estimation for Hate Speech Classification.
SLSP
Kristian Miok, Dong Nguyen Doan, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja
2019 J jnl
Prediction Uncertainty Estimation for Hate Speech Classification.
CoRR
Kristian Miok, Dong Nguyen Doan, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja
2019 J jnl
Py3plex toolkit for visualization and analysis of multilayer networks.
Appl. Netw. Sci.
Blaz Skrlj, Jan Kralj, Nada Lavrac
2019 — conf
RaKUn: Rank-based Keyword Extraction via Unsupervised Learning and Meta Vertex Aggregation.
SLSP
Blaz Skrlj, Andraz Repar, Senja Pollak
2019 J jnl
RaKUn: Rank-based Keyword extraction via Unsupervised learning and Meta vertex aggregation.
CoRR
Blaz Skrlj, Andraz Repar, Senja Pollak
2019 B conf
Symbolic Graph Embedding Using Frequent Pattern Mining.
DS
Blaz Skrlj, Nada Lavrac, Jan Kralj
2019 J jnl
Symbolic Graph Embedding using Frequent Pattern Mining.
CoRR
Blaz Skrlj, Jan Kralj, Nada Lavrac
2019 J jnl
Towards Robust Text Classification with Semantics-Aware Recurrent Neural Architecture.
Mach. Learn. Knowl. Extr.
Blaz Skrlj, Jan Kralj, Nada Lavrac, Senja Pollak
2019 — conf
Who is Hot and Who is Not? Profiling Celebs on Twitter.
CLEF (Working Notes)
Matej Martinc, Blaz Skrlj, Senja Pollak
2019 J jnl
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification.
CoRR
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
2018 — conf
Multilingual Gender Classification with Multi-view Deep Learning: Notebook for PAN at CLEF 2018.
CLEF (Working Notes)
Matej Martinc, Blaz Skrlj, Senja Pollak
2018 — conf
Py3plex: A Library for Scalable Multilayer Network Analysis and Visualization.
COMPLEX NETWORKS (1)
Blaz Skrlj, Jan Kralj, Nada Lavrac
2018 B conf
Targeted End-to-End Knowledge Graph Decomposition.
ILP
Blaz Skrlj, Jan Kralj, Nada Lavrac
2017 J jnl
BoBER: web interface to the base of bioisosterically exchangeable replacements.
J. Cheminformatics
Samo Lesnik, Blaz Skrlj, Nika Erzen, Urban Bren, Stanislav Gobec, Janez Konc, Dusanka Janezic
2017 — conf
Community-Based Semantic Subgroup Discovery.
NFMCP@PKDD/ECML
Blaz Skrlj, Jan Kralj, Anze Vavpetic, Nada Lavrac
2017 J jnl
GenProBiS: web server for mapping of sequence variants to protein binding sites.
Nucleic Acids Res.
Janez Konc, Blaz Skrlj, Nika Erzen, Tanja Kunej, Dusanka Janezic
2016 J jnl
Computational identification of non-synonymous polymorphisms within regions corresponding to protein interaction sites.
Comput. Biol. Medicine
Blaz Skrlj, Tanja Kunej