Items where Subject is "TECHNICAL SCIENCES > Computing > Artificial Intelligence"

Article

Brbić, Maria; Kopriva, Ivica (2018) l0 Motivated Low-Rank Sparse Subspace Clustering. IEEE Transactions on Cybernetics, 50 (4). pp. 1711-1725. ISSN 2168-2267

Brbić, Maria; Piškorec, Matija; Vidulin, Vedrana; Kriško, Anita; Šmuc, Tomislav; Supek, Fran (2016) The landscape of microbial phenotypic traits and associated genes. Nucleic Acids Research . ISSN 0305-1048

Brbić, Maria; Warnecke, Tobias; Kriško, Anita; Supek, Fran (2015) Global shifts in genome and proteome composition are very tightly coupled. Genome Biology and Evolution, 7 (6). pp. 1519-1532. ISSN 1759-6653

Korenčić, Damir; Chulvi, Berta; Casals, Xavier Bonet; Toselli, Alejandro; Taulé, Mariona; Rosso, Paolo (2024) What distinguishes conspiracy from critical narratives? A computational analysis of oppositional discourse. Expert Systems, 41 (11). ISSN 0266-4720

Korenčić, Damir; Ristov, Strahil; Repar, Jelena; Šnajder, Jan (2021) A Topic Coverage Approach to Evaluation of Topic Models. IEEE Access, 9 . pp. 123280-123312. ISSN 2169-3536

Korenčić, Damir; Ristov, Strahil; Šnajder, Jan (2018) Document-based Topic Coherence Measures for News Media Text. Expert Systems with Applications, 114 . pp. 357-373. ISSN 0957-4174

Marić, Ivan (2013) Optimization of self-organizing polynomial neural networks. Expert systems with applications, 40 (11). pp. 4528-4538. ISSN 0957-4174

Sitnik, Dario; Aralica, Gorana; Hadžija, Mirko; Popović Hadžija, Marijana; Pačić, Arijana; Milković Periša, Marija; Manojlović, Luka; Krstanac, Karolina; Plavetić, Andrija; Kopriva, Ivica (2020) A Dataset and a Methodology for Intraoperative Computer-Aided Diagnosis of a Metastatic Colon Cancer in a Liver. Biomedical Signal Processing and Control, 66 (4). pp. 1-11. ISSN 1746-8094

Sluban, Borut; Gamberger, Dragan; Lavrač, Nada (2014) Ensemble-based noise detection: noise ranking and visual performance evaluation. Data mining and knowledge discovery, 28 (2). pp. 265-303. ISSN 1384-5810

Tolić, Dijana; Antunov-Fantulin, Nino; Kopriva, Ivica (2018) A Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering. Pattern Recognition, 82 (10). pp. 40-55. ISSN 0031-3203

Conference or workshop item published in conference proceedings

Bensalem, Imene; Grubišić, Ivan; El Goual, Abdelmoumen; Rosso, Paolo; Charfi, Anis; Zaghouani, Wajdi (2025) Stance Detection in Arabic Dialects: Preliminary Experiments. In: Li, Gang; Filipe, Joaquim; Xu, Zhiwei, (eds.) Arabic Language Processing: From Theory to Practice - 8th International Conference (ICALP 2024) Proceedings Part I. Cham, Switzerland, Springer, pp. 139-150 .

Gamberger, Dragan; Ženko, Bernard; Mitelpunkt, Alexis; Lavrač, Nada (2015) Multilayer clustering: Biomarker driven segmentation of Alzheimer's disease patient population. In: Ortuno, Francisco; Rojas, Ignacio, (eds.) Bioinformatics and Biomedical Engineering. Heidelberg, Springer, pp. 134-145 .

Grubišić, Ivan; Korenčić, Damir (2025) IRB-MT at WMT25 Translation Task: A Simple Agentic System Using an Off-the-Shelf LLM. In: Haddow, Barry; Kocmi, Tom; Koehn, Philipp; Monz, Christof, (eds.) Proceedings of the Tenth Conference on Machine Translation. Suzhou, CHina, Association for Computational Linguistics (ACL), pp. 753-764 .

Grubišić, Ivan; Korenčić, Damir (2025) IRB-MT at WMT25 Terminology Translation Task: Metric-guided Multi-agent Approach. In: Haddow, Barry; Kocmi, Tom; Koehn, Philipp; Monz, Christof, (eds.) Proceedings of the Tenth Conference on Machine Translation. Suzhou, Kina, Association for Computational Linguistics (ACL), pp. 1302-1334 .

Kopriva, Ivica (2025) Robust Kernel Sparse Subspace Clustering. In: Mathews, John, (ed.) ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway, NJ, IEEE, .

Korenčić, Damir; Ristov, Strahil; Šnajder, Jan (2015) Getting the agenda right: measuring media agenda using topic models. In: TM '15 Proceedings of the 2015 Workshop on topic models: post-processing and applications. New York, ACM, pp. 61-66 .

Korenčić, Damir; Chulvi, Berta; Bonet-Casals, Xavier; Taulé, Mariona; Rosso, Paolo; Rangel, Francisco (2024) Overview of the Oppositional Thinking Analysis PAN Task at CLEF 2024. In: Faggioli, Guglielmo; Ferro, Nicola; Galuščáková, Petra; García Seco de Herrera, Alba, (eds.) CEUR Workshop Proceedings. Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Aachen University (RWTH), pp. 2462-2485 .

Korenčić, Damir; Grubišić, Ivan; De La Peña Sarracén, Gretel Liz; Toselli, Alejandro Hector; Chulvi, Berta; Rosso, Paolo (2023) Tackling Covid-19 Conspiracies on Twitter using BERT Ensembles, GPT-3 Augmentation, and Graph NNs. In: Hicks, Steven; García Seco De Herrera, Alba; Langguth, Johannes; Lommatzsch, Andreas; Andreadis, Stelios; Dao, Minh-Son; Martin, Pierre-Etienne; Hürriyetoğlu, Ali; Thambawita, Vajira; Nordmo, Tor-Arne; Vuillemot, Romain; Larson, Martha, (eds.) Working Notes Proceedings of the MediaEval 2022 Workshop. Aachen: CEUR Workshop Proceedings, CEUR Workshop Proceedings, pp. 243-247 .

Peskine, Youri; Korenčić, Damir; Grubišić, Ivan; Papotti, Paolo; Troncy, Raphael; Rosso, Paolo (2023) Definitions Matter: Guiding GPT for Multi-label Classification. In: Bouamor, Houda; Pino, Juan; Bali, Kalika, (eds.) Findings of the Association for Computational Linguistics: EMNLP 2023. Singapore, Association for Computational Linguistics (ACL), pp. 4054-4063 .

Unpublished conference/workshop items or lecture materials

Grubišić,, Ivan / I.G.; Lipić, Tomislav; Mesić, Benjamin; Šmuc, Tomislav BricksND - Benchmark for disentangled concept learning. In: 5th International Workshop on Data Science (IWDS 2020) (24 November 2020 - 24 November 2020) Virtual. (Unpublished)

Korenčić, Damir; Grbeša-Zenzerović, Marijana; Šnajder, Jan Topics and their salience in the 2015 parliamentary election in Croatia: a topic model based analysis of the media agenda. In: PolText 2016 International conference on the advances in computational analysis of political text (14 July 2016 - 16 July 2016) Dubrovnik, Hrvatska. (Unpublished)

Thesis

Korenčić, Dami (2019) Računalni postupci za modeliranje i analizu medijske agende temeljeni na strojnome učenju. Doctoral thesis, Fakultet Elektrotehnike i Računarstva, Sveučilište u Zagrebu.

Dataset

Grubišić, Ivan; Lipić, Tomislav (2021) A Survey on veridical benchmarks for understanding the power of deep learning models in high-level cognitive vision tasks. [Dataset] (Unpublished)