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Dunja Mladenic
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- affiliation: Jozef Stefan Institute, Ljubljana, Slovenia
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2020 – today
- 2025
- [j85]Jakob Jelencic
, M. Besher Massri
, Ljupco Todorovski
, Marko Grobelnik, Dunja Mladenic:
Improving stochastic models by smart denoising and latent representation optimization. Inf. Sci. 692: 121672 (2025) - 2024
- [j84]Jakob Jelencic
, M. Besher Massri
, Marko Grobelnik
, Dunja Mladenic
:
A Multilingual Approach to Analyzing Talent Demand in a Specific Domain: Insights From Global Perspectives on Artificial Intelligence Talent Demand. IEEE Access 12: 80115-80127 (2024) - [j83]Erik Novak
, Luka Bizjak
, Dunja Mladenic
, Marko Grobelnik
:
Evaluating Text Generation Model Performance by Combining Semantic Meaning and Word Order. IEEE Access 12: 95265-95277 (2024) - [j82]Patrik Zajec
, Joze M. Rozanec
, Spyros Theodoropoulos, Mihail Fontul, Erik Koehorst, Blaz Fortuna
, Dunja Mladenic
:
Few-shot learning for defect detection in manufacturing. Int. J. Prod. Res. 62(19): 6979-6998 (2024) - [j81]Joze M. Rozanec
, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic:
Active learning and novel model calibration measurements for automated visual inspection in manufacturing. J. Intell. Manuf. 35(5): 1963-1984 (2024) - [c86]Dunja Mladenic
, Dumitru Roman
:
European Data Science Day: KDD-2024 Special Day. KDD 2024: 6697-6698 - [c85]Jan Sturm, Patrik Zajec, Maja Skrjanc, Dunja Mladenic, Marko Grobelnik:
Enhancing Cognitive Digital Twin Interaction using an LLM Agent. MIPRO 2024: 103-107 - [i32]Luis Rei, Dunja Mladenic, Mareike Dorozynski, Franz Rottensteiner, Thomas Schleider, Raphaël Troncy, Jorge Sebastián Lozano, Mar Gaitán Salvatella:
Multimodal Metadata Assignment for Cultural Heritage Artifacts. CoRR abs/2406.00423 (2024) - 2023
- [j80]Swati Swati
, Dunja Mladenic
, Marko Grobelnik
:
An Inferential Commonsense-Driven Framework for Predicting Political Bias in News Headlines. IEEE Access 11: 80886-80902 (2023) - [j79]Abdul Sittar, Dunja Mladenic, Marko Grobelnik:
Profiling the barriers to the spreading of news using news headlines. Frontiers Artif. Intell. 6 (2023) - [j78]Joze M. Rozanec
, Inna Novalija
, Patrik Zajec
, Klemen Kenda
, Hooman Tavakoli Ghinani, Sungho Suh
, Entso Veliou
, Dimitrios Papamartzivanos
, Thanassis Giannetsos
, Sofia-Anna Menesidou
, Rubén Alonso
, Nino Cauli
, Antonello Meloni
, Diego Reforgiato Recupero
, Dimosthenis Kyriazis
, Georgios Sofianidis
, Spyros Theodoropoulos, Blaz Fortuna
, Dunja Mladenic
, John Soldatos
:
Human-centric artificial intelligence architecture for industry 5.0 applications. Int. J. Prod. Res. 61(20): 6847-6872 (2023) - [j77]Swati Swati
, Adrian Mladenic Grobelnik
, Dunja Mladenic, Marko Grobelnik:
A commonsense-infused language-agnostic learning framework for enhancing prediction of political bias in multilingual news headlines. Knowl. Based Syst. 277: 110838 (2023) - [j76]Luis Rei
, Dunja Mladenic, Mareike Dorozynski, Franz Rottensteiner, Thomas Schleider, Raphaël Troncy, Jorge Sebastián Lozano, Mar Gaitán Salvatella
:
Multimodal metadata assignment for cultural heritage artifacts. Multim. Syst. 29(2): 847-869 (2023) - [i31]Abdul Sittar, Dunja Mladenic:
Using the profile of publishers to predict barriers across news articles. CoRR abs/2301.05535 (2023) - [i30]Abdul Sittar, Dunja Mladenic:
Classification of Cross-cultural News Events. CoRR abs/2301.05543 (2023) - [i29]Abdul Sittar, Dunja Mladenic, Marko Grobelnik:
Classification of news spreading barriers. CoRR abs/2304.08167 (2023) - [i28]Abdul Sittar, Dunja Mladenic, Marko Grobelnik:
Profiling the news spreading barriers using news headlines. CoRR abs/2304.11088 (2023) - [i27]Joze M. Rozanec, Elias Montini, Vincenzo Cutrona, Dimitrios Papamartzivanos, Timotej Klemencic, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Thanassis Giannetsos, Christos Emmanouilidis:
Human in the AI loop via xAI and Active Learning for Visual Inspection. CoRR abs/2307.05508 (2023) - [i26]Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic:
Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. CoRR abs/2310.08088 (2023) - 2022
- [j75]Abdul Sittar
, Daniela Major, Caio Mello
, Dunja Mladenic, Marko Grobelnik:
Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination. IEEE Access 10: 40036-40050 (2022) - [j74]Joze M. Rozanec
, Elena Trajkova
, Inna Novalija
, Patrik Zajec
, Klemen Kenda
, Blaz Fortuna
, Dunja Mladenic
:
Enriching Artificial Intelligence Explanations with Knowledge Fragments. Future Internet 14(5): 134 (2022) - [j73]Joze M. Rozanec
, Jinzhi Lu
, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna
, Xiaochen Zheng
, Dimitris Kiritsis
:
Actionable cognitive twins for decision making in manufacturing. Int. J. Prod. Res. 60(2): 452-478 (2022) - [j72]Joze M. Rozanec
, Blaz Fortuna
, Dunja Mladenic
:
Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI). Inf. Fusion 81: 91-102 (2022) - [j71]Jakob Jelencic, Dunja Mladenic:
Improving modeling of stochastic processes by smart denoising. Informatica (Slovenia) 46(1) (2022) - [j70]Patrik Zajec, Dunja Mladenic:
Using Semi-Supervised Learning and Wikipedia to Train an Event Argument Extraction System. Informatica (Slovenia) 46(1) (2022) - [j69]Abdul Sittar
, Dunja Mladenic, Marko Grobelnik:
Analysis of information cascading and propagation barriers across distinctive news events. J. Intell. Inf. Syst. 58(1): 119-152 (2022) - [j68]Erik Novak
, Luka Bizjak, Dunja Mladenic
, Marko Grobelnik
:
Why is a document relevant? Understanding the relevance scores in cross-lingual document retrieval. Knowl. Based Syst. 244: 108545 (2022) - [j67]M. Besher Massri
, Inna Novalija, Dunja Mladenic, Janez Brank, Sara Graça da Silva
, Natasza Marrouch, Carla Murteira
, Ali Hürriyetoglu
, Beno Sircelj
:
Harvesting Context and Mining Emotions Related to Olfactory Cultural Heritage. Multimodal Technol. Interact. 6(7): 57 (2022) - [c84]Stefano Menini, Teresa Paccosi, Sara Tonelli, Marieke van Erp, Inger Leemans
, Pasquale Lisena, Raphaël Troncy, William Tullett, Ali Hürriyetoglu
, Ger Dijkstra, Femke Gordijn, Elias Jürgens, Josephine Koopman, Aron Ouwerkerk, Sanne Steen
, Inna Novalija, Janez Brank, Dunja Mladenic, Anja Zidar:
A Multilingual Benchmark to Capture Olfactory Situations over Time. LChange@ACL 2022: 1-10 - [i25]Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Hooman Tavakoli, Sungho Suh
, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso
, Nino Cauli, Antonello Meloni
, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, Blaz Fortuna, Dunja Mladenic, John Soldatos:
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications. CoRR abs/2203.10794 (2022) - [i24]Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic:
Enriching Artificial Intelligence Explanations with Knowledge Fragments. CoRR abs/2204.05579 (2022) - [i23]Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic:
Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing. CoRR abs/2209.05486 (2022) - [i22]Bor Brecelj, Beno Sircelj, Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic:
Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study. CoRR abs/2209.13957 (2022) - [i21]Joze M. Rozanec, Dimitrios Papamartzivanos, Entso Veliou, Theodora Anastasiou, Jelle Keizer, Blaz Fortuna, Dunja Mladenic:
Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks. CoRR abs/2209.13963 (2022) - [i20]Swati Swati, Adrian Mladenic Grobelnik, Dunja Mladenic, Marko Grobelnik:
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines. CoRR abs/2212.00298 (2022) - [i19]Abdul Sittar, Dunja Mladenic, Marko Grobelnik:
Analysis of information cascading and propagation barriers across distinctive news events. CoRR abs/2212.07742 (2022) - [i18]Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection. CoRR abs/2212.09317 (2022) - [i17]Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques. CoRR abs/2212.09352 (2022) - [i16]Abdul Sittar, Daniela Major, Caio Mello, Dunja Mladenic, Marko Grobelnik:
Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination. CoRR abs/2212.13875 (2022) - 2021
- [j66]Miha Torkar
, Dunja Mladenic:
Characterizing financial markets from the event driven perspective. Appl. Netw. Sci. 6(1): 74 (2021) - [j65]João Pita Costa, Luis Rei
, Luka Stopar
, Flavio Fuart, Marko Grobelnik, Dunja Mladenic, Inna Novalija
, Anthony Staines
, Jarmo Pääkkönen
, Jenni Konttila
, Joseba Bidaurrazaga, Oihana Belar, Christine Henderson, Gorka Epelde, Mónica Arrúe, Paul Carlin
, Jonathan G. Wallace
:
NewsMeSH: A new classifier designed to annotate health news with MeSH headings. Artif. Intell. Medicine 114: 102053 (2021) - [j64]Goran Matosevic
, Jasminka Dobsa, Dunja Mladenic:
Using Machine Learning for Web Page Classification in Search Engine Optimization. Future Internet 13(1): 9 (2021) - [j63]Swati, Dunja Mladenic, Tomaz Erjavec
:
EveOut: an event-centric news dataset to analyze an outlet's event selection patterns. Informatica (Slovenia) 45(7) (2021) - [j62]Patrik Zajec
, Joze M. Rozanec
, Elena Trajkova
, Inna Novalija
, Klemen Kenda
, Blaz Fortuna
, Dunja Mladenic:
Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing. Inf. 12(11): 473 (2021) - [c83]Joze M. Rozanec
, Patrik Zajec
, Klemen Kenda
, Inna Novalija
, Blaz Fortuna
, Dunja Mladenic:
XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing. CAiSE Workshops 2021: 167-172 - [c82]Joze M. Rozanec
, Patrik Zajec, Klemen Kenda
, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Entso Veliou
, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou
, Rubén Alonso
, Nino Cauli
, Diego Reforgiato Recupero, Dimosthenis Kyriazis
, Georgios Sofianidis, Spyros Theodoropoulos, John Soldatos:
STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems. APMS (4) 2021: 199-207 - [c81]Patrik Zajec, Joze M. Rozanec
, Inna Novalija
, Blaz Fortuna, Dunja Mladenic, Klemen Kenda
:
Towards Active Learning Based Smart Assistant for Manufacturing. APMS (4) 2021: 295-302 - [c80]Abdul Sittar, Dunja Mladenic:
Using the Profile of Publishers to Predict Barriers across News Articles. CLEOPATRA@WWW 2021: 47-60 - [e14]Yuxiao Dong, Dunja Mladenic, Craig Saunders:
Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part IV. Lecture Notes in Computer Science 12460, Springer 2021, ISBN 978-3-030-67666-7 [contents] - [e13]Yuxiao Dong, Georgiana Ifrim, Dunja Mladenic, Craig Saunders, Sofie Van Hoecke:
Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part V. Lecture Notes in Computer Science 12461, Springer 2021, ISBN 978-3-030-67669-8 [contents] - [i15]Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis:
Actionable Cognitive Twins for Decision Making in Manufacturing. CoRR abs/2103.12854 (2021) - [i14]Joze M. Rozanec, Dunja Mladenic:
Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand. CoRR abs/2103.13812 (2021) - [i13]Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda:
Towards Active Learning Based Smart Assistant for Manufacturing. CoRR abs/2103.16177 (2021) - [i12]Joze M. Rozanec, Dunja Mladenic:
Semantic XAI for contextualized demand forecasting explanations. CoRR abs/2104.00452 (2021) - [i11]Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, John Soldatos:
STARdom: an architecture for trusted and secure human-centered manufacturing systems. CoRR abs/2104.00983 (2021) - [i10]Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic:
XAI-KG: knowledge graph to support XAI and decision-making in manufacturing. CoRR abs/2105.01929 (2021) - [i9]Georgios Sofianidis, Joze M. Rozanec, Dunja Mladenic, Dimosthenis Kyriazis:
A Review of Explainable Artificial Intelligence in Manufacturing. CoRR abs/2107.02295 (2021) - [i8]Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Dunja Mladenic:
Knowledge Modelling and Active Learning in Manufacturing. CoRR abs/2107.02298 (2021) - [i7]Elena Trajkova, Joze M. Rozanec, Paulien Dam
, Blaz Fortuna, Dunja Mladenic:
Active Learning for Automated Visual Inspection of Manufactured Products. CoRR abs/2109.02469 (2021) - [i6]Joze M. Rozanec, Elena Trajkova, Paulien Dam, Blaz Fortuna, Dunja Mladenic:
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection. CoRR abs/2110.09396 (2021) - 2020
- [c79]Ayse Saliha Sunar, Erik Novak
, Dunja Mladenic:
Users' Learning Pathways on Cross-site Open Educational Resources. CSEDU (2) 2020: 84-95
2010 – 2019
- 2019
- [j61]Matej Senozetnik, Luka Bradesko, Tine Subic, Zala Herga, Jasna Urbancic, Primoz Skraba, Dunja Mladenic:
Estimating point-of-interest rating based on visitors geospatial behaviour. Comput. Sci. Inf. Syst. 16(1): 131-154 (2019) - [j60]Casey Doyle
, Zala Herga, Stephen Dipple, Boleslaw K. Szymanski
, György Korniss
, Dunja Mladenic:
Predicting complex user behavior from CDR based social networks. Inf. Sci. 500: 217-228 (2019) - [j59]Tadej Stajner
, Dunja Mladenic:
Cross-lingual document similarity estimation and dictionary generation with comparable corpora. Knowl. Inf. Syst. 58(3): 729-743 (2019) - [j58]Klemen Kenda
, Blaz Kazic
, Erik Novak
, Dunja Mladenic
:
Streaming Data Fusion for the Internet of Things. Sensors 19(8): 1955 (2019) - [j57]Luka Stopar
, Primoz Skraba, Marko Grobelnik, Dunja Mladenic:
StreamStory: Exploring Multivariate Time Series on Multiple Scales. IEEE Trans. Vis. Comput. Graph. 25(4): 1788-1802 (2019) - [i5]Casey Doyle, Zala Herga, Stephen Dipple, Boleslaw K. Szymanski, György Korniss, Dunja Mladenic:
Predicting complex user behavior from CDR based social networks. CoRR abs/1903.12579 (2019) - 2018
- [j56]Evgenia Belyaeva, Aljaz Kosmerlj, Dunja Mladenic, Gregor Leban:
Automatic Estimation of News Values Reflecting Importance and Closeness of News Events. Informatica (Slovenia) 42(4) (2018) - 2017
- [j55]Blaz Kazic
, Jan Rupnik, Primoz Skraba, Luka Bradesko, Dunja Mladenic:
Predicting Users' Mobility Using Monte Carlo Simulations. IEEE Access 5: 27400-27420 (2017) - [j54]Janez Starc, Dunja Mladenic
:
Constructing a Natural Language Inference dataset using generative neural networks. Comput. Speech Lang. 46: 94-112 (2017) - [j53]Janez Starc, Dunja Mladenic
:
Joint learning of ontology and semantic parser from text. Intell. Data Anal. 21(1): 19-38 (2017) - [j52]Luka Bradesko, Michael Witbrock
, Janez Starc, Zala Herga, Marko Grobelnik, Dunja Mladenic:
Curious Cat-Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition. ACM Trans. Inf. Syst. 35(4): 33:1-33:46 (2017) - [r10]Dunja Mladenic, Janez Brank, Marko Grobelnik:
Document Classification. Encyclopedia of Machine Learning and Data Mining 2017: 372-377 - [r9]Janez Brank, Dunja Mladenic, Marko Grobelnik:
Feature Construction in Text Mining. Encyclopedia of Machine Learning and Data Mining 2017: 498-503 - [r8]Dunja Mladenic:
Feature Selection in Text Mining. Encyclopedia of Machine Learning and Data Mining 2017: 511-515 - [r7]Dunja Mladenic:
Text Mining. Encyclopedia of Machine Learning and Data Mining 2017: 1241-1242 - [r6]Marko Grobelnik, Dunja Mladenic, Michael Witbrock:
Text Mining for the Semantic Web. Encyclopedia of Machine Learning and Data Mining 2017: 1262-1263 - 2016
- [j51]Nenad Tomasev
, Krisztián Búza
, Dunja Mladenic
:
Correcting the hub occurrence prediction bias in many dimensions. Comput. Sci. Inf. Syst. 13(1): 1-21 (2016) - [j50]Mario Karlovcec, Dunja Mladenic
, Marko Grobelnik, Mitja Jermol
:
Conceptualization of science using collaboration and competences. Electron. Libr. 34(1): 2-23 (2016) - [j49]Mario Karlovcec
, Borut Luzar
, Dunja Mladenic
:
Core-periphery dynamics in collaboration networks: the case study of Slovenia. Scientometrics 109(3): 1561-1578 (2016) - [c78]Luka Bradesko, Janez Starc, Dunja Mladenic
, Marko Grobelnik, Michael Witbrock
:
Curious cat conversational crowd based and context aware knowledge acquisition chat bot. IEEE Conf. on Intelligent Systems 2016: 239-252 - [e12]Harald Sack, Giuseppe Rizzo, Nadine Steinmetz, Dunja Mladenic, Sören Auer
, Christoph Lange
:
The Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29 - June 2, 2016, Revised Selected Papers. Lecture Notes in Computer Science 9989, 2016, ISBN 978-3-319-47601-8 [contents] - [i4]Janez Starc, Dunja Mladenic:
Joint learning of ontology and semantic parser from text. CoRR abs/1601.00901 (2016) - [i3]Janez Starc, Dunja Mladenic:
Constructing a Natural Language Inference Dataset using Generative Neural Networks. CoRR abs/1607.06025 (2016) - 2015
- [j48]Nenad Tomasev
, Dunja Mladenic
:
Image hub explorer: evaluating representations and metrics for content-based image retrieval and object recognition. Multim. Tools Appl. 74(24): 11653-11682 (2015) - [j47]Mario Karlovcec, Dunja Mladenic
:
Interdisciplinarity of scientific fields and its evolution based on graph of project collaboration and co-authoring. Scientometrics 102(1): 433-454 (2015) - [j46]Dunja Mladenic
, Estevam R. Hruschka Jr., Marko Grobelnik:
Editorial. J. Web Semant. 35: 63 (2015) - [c77]Dunja Mladenic, Marko Grobelnik:
Leadership and Balance in Research. ECSS 2015: 37-47 - [c76]Blaz Kazic, Dunja Mladenic, Aljaz Kosmerlj:
Traffic Flow Prediction from Loop Counter Sensor Data using Machine Learning Methods. VEHITS 2015: 119-127 - [e11]Elena Simperl, Barry Norton, Dunja Mladenic, Emanuele Della Valle, Irini Fundulaki, Alexandre Passant, Raphaël Troncy:
The Semantic Web: ESWC 2012 Satellite Events - ESWC 2012 Satellite Events, Heraklion, Crete, Greece, May 27-31, 2012. Revised Selected Papers. Lecture Notes in Computer Science 7540, Springer 2015, ISBN 978-3-662-46640-7 [contents] - 2014
- [j45]Delia Rusu, Blaz Fortuna
, Dunja Mladenic
:
Measuring concept similarity in ontologies using weighted concept paths. Appl. Ontology 9(1): 65-95 (2014) - [j44]Mitja Trampus, Dunja Mladenic
:
Constructing Domain Templates with Concept Hierarchy as Background Knowledge. Inf. Technol. Control. 43(4): 414-432 (2014) - [j43]Nenad Tomasev
, Dunja Mladenic
:
Hubness-aware shared neighbor distances for high-dimensional $$k$$ -nearest neighbor classification. Knowl. Inf. Syst. 39(1): 89-122 (2014) - [j42]Nenad Tomasev
, Milos Radovanovic
, Dunja Mladenic
, Mirjana Ivanovic
:
Hubness-based fuzzy measures for high-dimensional k-nearest neighbor classification. Int. J. Mach. Learn. Cybern. 5(3): 445-458 (2014) - [j41]Nenad Tomasev
, Milos Radovanovic
, Dunja Mladenic
, Mirjana Ivanovic
:
The Role of Hubness in Clustering High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 26(3): 739-751 (2014) - 2013
- [j40]Inna Novalija
, Dunja Mladenic
:
Applying Semantic Technology to Business News Analysis. Appl. Artif. Intell. 27(6): 520-550 (2013) - [j39]Bojan Blazica, Daniel Vladusic, Dunja Mladenic
:
MTi: A method for user identification for multitouch displays. Int. J. Hum. Comput. Stud. 71(6): 691-702 (2013) - [j38]Dunja Mladenic, Stephen H. Muggleton, Ivan Bratko:
Editors's Introduction to the Special Issue on "100 Years of Alan Turing and 20 Years of SLAIS". Informatica (Slovenia) 37(1): 1 (2013) - [j37]Dunja Mladenic, Marko Grobelnik:
Automatic Text Analysis by Artificial Intelligence. Informatica (Slovenia) 37(1): 27-33 (2013) - [j36]Tadej Stajner, Inna Novalija, Dunja Mladenic:
Informal Multilingual Multi-domain Sentiment Analysis. Informatica (Slovenia) 37(4) (2013) - [j35]Nenad Tomasev
, Dunja Mladenic
:
Class imbalance and the curse of minority hubs. Knowl. Based Syst. 53: 157-172 (2013) - [j34]Bojan Blazica
, Daniel Vladusic, Dunja Mladenic
:
A personal perspective on photowork: implicit human-computer interaction for photo collection management. Pers. Ubiquitous Comput. 17(8): 1787-1795 (2013) - [c75]Nenad Tomasev
, Gregor Leban, Dunja Mladenic
:
Exploiting hubs for self-adaptive secondary re-ranking in bug report duplicate detection. ITI 2013: 131-136 - [c74]Rodoljub Petrovic, Lorand Dali, Dunja Mladenic
:
Click prediction in mobile display advertising based on HTML5 features. ITI 2013: 303-308 - [c73]Nenad Tomasev
, Jan Rupnik, Dunja Mladenic
:
The Role of Hubs in Cross-Lingual Supervised Document Retrieval. PAKDD (2) 2013: 185-196 - [c72]Nenad Tomasev
, Dunja Mladenic
:
Image Hub Explorer: Evaluating Representations and Metrics for Content-Based Image Retrieval and Object Recognition. ECML/PKDD (3) 2013: 637-640 - [c71]Nenad Tomasev
, Dunja Mladenic
:
Hub Co-occurrence Modeling for Robust High-Dimensional kNN Classification. ECML/PKDD (2) 2013: 643-659 - [c70]Bojan Blazica, Daniel Vladusic, Dunja Mladenic
:
HDCMD: A Clustering Algorithm to Support Hand Detection on Multitouch Displays. SouthCHI 2013: 803-814 - 2012
- [j33]Alexandra Moraru, Dunja Mladenic:
A Framework for Semantic Enrichment of Sensor Data. J. Comput. Inf. Technol. 20(3): 167-173 (2012) - [j32]Nenad Tomasev
, Dunja Mladenic
:
Nearest neighbor voting in high dimensional data: Learning from past occurrences. Comput. Sci. Inf. Syst. 9(2): 691-712 (2012) - [c69]Alexandra Moraru, Klemen Kenda, Blaz Fortuna, Luka Bradesko, Maja Skrjanc, Dunja Mladenic
, Carolina Fortuna:
Supporting Rule Generation and Validation on Environmental Data in EnStreaM. ESWC (Satellite Events) 2012: 441-446 - [c68]Lorand Dali, Blaz Fortuna, Duc Thanh Tran, Dunja Mladenic
:
Query-Independent Learning to Rank for RDF Entity Search. ESWC 2012: 484-498 - [c67]Nenad Tomasev
, Dunja Mladenic
:
Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor Classification. HAIS (2) 2012: 116-127 - [c66]Alexandra Moraru, Dunja Mladenic
:
A framework for semantic enrichment of sensor data. ITI 2012: 155-160 - [c65]Lorand Dali, Dunja Mladenic
:
BICIKELJ: Environmental data mining on the bicycle.