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ORCIDDunja 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. ITI 2012: 331-336 - [c64]Luka Bradesko, Alexandra Moraru, Blaz Fortuna, Carolina Fortuna, Dunja Mladenic:
A Framework for Acquiring Semantic Sensor Descriptions (Short Paper). SSN 2012: 97-102 - [c63]Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, Delia Rusu:
Text stream processing. WIMS 2012: 5:1-5:5 - [c62]Carolina Fortuna, Matevz Vucnik, Blaz Fortuna, Klemen Kenda, Alexandra Moraru, Dunja Mladenic:
Towards building a global oracle: a physical mashup using artificial intelligence technology. WoT 2012: 7 - 2011
- [j31]Alexandra Moraru, Carolina Fortuna, Dunja Mladenic:
A System for Publishing Sensor Data on the Semantic Web. J. Comput. Inf. Technol. 19(4): 239-245 (2011) - [j30]Inna Novalija, Dunja Mladenic, Luka Bradesko:
OntoPlus: Text-driven ontology extension using ontology content, structure and co-occurrence information. Knowl. Based Syst. 24(8): 1261-1276 (2011) - [c61]Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic:
A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN. CIKM 2011: 2173-2176 - [c60]Tadej Stajner, Dunja Mladenic, Marko Grobelnik:
Information Resource Recommendation in Knowledge Processes. ESWC Workshops 2011: 186-193 - [c59]Bojan Blazica, Daniel Vladusic, Dunja Mladenic:
ShoeBox: A Natural Way of Organizing Pictures According to User's Affinities. HCI (3) 2011: 519-524 - [c58]Nenad Tomasev, Raluca Brehar, Dunja Mladenic, Sergiu Nedevschi:
The influence of hubness on nearest-neighbor methods in object recognition. ICCP 2011: 367-374 - [c57]Nenad Tomasev, Blaz Fortuna, Dunja Mladenic:
OntoGen extension for exploring image collections. ICCP 2011: 375-376 - [c56]Raluca Brehar, Carolina Fortuna, Silviu Bota, Dunja Mladenic, Sergiu Nedevschi:
Spatio-temporal reasoning for traffic scene understanding. ICCP 2011: 377-384 - [c55]Nenad Tomasev, Dunja Mladenic:
Nearest Neighbor Voting in High-Dimensional Data: Learning from Past Occurrences. ICDM Workshops 2011: 1215-1218 - [c54]Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic:
Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification. MLDM 2011: 16-30 - [c53]Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic:
The Role of Hubness in Clustering High-Dimensional Data. PAKDD (1) 2011: 183-195 - [c52]Delia Rusu, Blaz Fortuna, Dunja Mladenic:
Automatically Annotating Text with Linked Open Data. LDOW 2011 - [p9]Igor Dolinsek, Marko Grobelnik, Dunja Mladenic:
Managing and Understanding Context. Context and Semantics for Knowledge Management 2011: 91-106 - [p8]Marko Grobelnik, Dunja Mladenic, Gregor Leban, Tadej Stajner:
Machine Learning Techniques for Understanding Context and Process. Context and Semantics for Knowledge Management 2011: 127-145 - [i2]Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
User Modeling Combining Access Logs, Page Content and Semantics. CoRR abs/1103.5002 (2011) - 2010
- [j29]Nenad Tomasev, Dunja Mladenic:
Social Network Analysis of Ontology Edit Logs. J. Comput. Inf. Technol. 18(2) (2010) - [j28]Luka Bradesko, Lorand Dali, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic, Inna Novalija:
Contextualized Question Answering. J. Comput. Inf. Technol. 18(4) (2010) - [j27]Alexandra Moraru, Marko Pesko, Maria Porcius, Carolina Fortuna, Dunja Mladenic:
Using Machine Learning on Sensor Data. J. Comput. Inf. Technol. 18(4) (2010) - [j26]Ray J. Paul, Dunja Mladenic, Marko Tadic:
Editorial. J. Comput. Inf. Technol. 18(4) (2010) - [j25]Tadej Stajner, Delia Rusu, Lorand Dali, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
A Service Oriented Framework for Natural Language Text Enrichment. Informatica (Slovenia) 34(3): 307-313 (2010) - [j24]Inna Novalija, Dunja Mladenic:
Ontology Extension Towards Analysis of Business News. Informatica (Slovenia) 34(4): 517-522 (2010) - [j23]Elena Simperl, Ian Thurlow, Paul Warren, Frank Dengler, John Davies, Marko Grobelnik, Dunja Mladenic, José Manuél Gómez-Pérez, Carlos Ruiz Moreno:
Overcoming Information Overload in the Enterprise: The Active Approach. IEEE Internet Comput. 14(6): 39-46 (2010) - [c51]Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
Application of semantic annotations to predicting users' demographics. ESAIR 2010: 23-24 - [c50]Tadej Stajner, Dunja Mladenic, Marko Grobelnik:
Exploring Contexts and Actions in Knowledge Processes. CIAO@EKAW 2010 - [c49]Lorand Dali, Dunja Mladenic:
Visualization of Web Page Content Using Semantic Technologies. IV 2010: 280-284 - [c48]Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
AnswerArt - Contextualized Question Answering. ECML/PKDD (3) 2010: 579-582 - [c47]Blaz Fortuna, Carolina Fortuna, Dunja Mladenic:
Real-Time News Recommender System. ECML/PKDD (3) 2010: 583-586 - [c46]Delia Rusu, Tadej Stajner, Lorand Dali, Blaz Fortuna, Dunja Mladenic:
Demo: Enriching Text with RDF/OWL Encoded Senses. ISWC (Posters & Demos) 2010 - [c45]Tadej Stajner, Dunja Mladenic:
Modeling Knowledge Worker Activity. WAPA 2010: 127-133 - [r5]Dunja Mladenic, Janez Brank, Marko Grobelnik:
Document Classification. Encyclopedia of Machine Learning 2010: 289-293 - [r4]Janez Brank, Dunja Mladenic, Marko Grobelnik:
Feature Construction in Text Mining. Encyclopedia of Machine Learning 2010: 397-401 - [r3]Dunja Mladenic:
Feature Selection in Text Mining. Encyclopedia of Machine Learning 2010: 406-410 - [r2]Dunja Mladenic:
Text Mining. Encyclopedia of Machine Learning 2010: 962-963 - [r1]Marko Grobelnik, Dunja Mladenic, Michael Witbrock:
Text Mining for the Semantic Web. Encyclopedia of Machine Learning 2010: 978-980
2000 – 2009
- 2009
- [j22]Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor:
Guest editors' introduction: special issue of selected papers from ECML PKDD 2009. Data Min. Knowl. Discov. 19(2): 173-175 (2009) - [j21]Delia Rusu, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Semantic Graphs Derived From Triplets with Application in Document Summarization. Informatica (Slovenia) 33(3): 357-362 (2009) - [j20]Marko Grobelnik, Dunja Mladenic, Blaz Fortuna:
Semantic Technology for Capturing Communication Inside an Organization. IEEE Internet Comput. 13(4): 59-67 (2009) - [j19]Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor:
Guest editors' introduction: Special Issue from ECML PKDD 2009. Mach. Learn. 76(2-3): 175-177 (2009) - [c44]Ruben Sipos, Dunja Mladenic, Marko Grobelnik, Janez Brank:
Modeling Common Real-Word Relations Using Triples Extracted from n-Grams. ASWC 2009: 16-30 - [c43]Tadej Stajner, Dunja Mladenic:
Entity Resolution in Texts Using Statistical Learning and Ontologies. ASWC 2009: 91-104 - [c42]Ruben Sipos, Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Demo: HistoryViz - Visualizing Events and Relations Extracted from Wikipedia. ESWC 2009: 903-907 - [c41]Mitja Trampus, Dunja Mladenic:
Constructing Event Templates from Written News. Web Intelligence/IAT Workshops 2009: 507-510 - [c40]Nenad Tomasev, Dunja Mladenic:
Semantic web wiki: Social network analysis of page editing. ITI 2009: 505-510 - [c39]Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos:
Document Visualization Based on Semantic Graphs. IV 2009: 292-297 - [c38]Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos:
Visual analysis of documents with semantic graphs. KDD Workshop on Visual Analytics and Knowledge Discovery 2009: 66-73 - [c37]Lorand Dali, Delia Rusu, Dunja Mladenic:
Enhanced Web Page Content Visualization with Firefox. ECML/PKDD (2) 2009: 718-721 - [c36]Miha Grcar, Dunja Mladenic:
Visual OntoBridge: Semi-automatic Semantic Annotation Software. ECML/PKDD (2) 2009: 726-729 - [c35]Miha Grcar, Dunja Mladenic, Peter Kese:
Semi-automatic Categorization of Videos on VideoLectures.net. ECML/PKDD (2) 2009: 730-733 - [p7]Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, Miha Grcar:
Knowledge Discovery for Semantic Web. Semantic Knowledge Management 2009: 21-36 - [p6]Marko Grobelnik, Dunja Mladenic, Blaz Fortuna:
Ontology Generation from Social Networks. Semantic Knowledge Management 2009: 129-139 - [p5]David Baxter, Bryan Klimt, Marko Grobelnik, David Schneider, Michael Witbrock, Dunja Mladenic:
Capturing Document Semantics for Ontology Generation and Document Summarization. Semantic Knowledge Management 2009: 141-154 - [p4]Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
Visualization of Temporal Semantic Spaces. Semantic Knowledge Management 2009: 155-169 - [p3]John Davies, Marko Grobelnik, Dunja Mladenic:
Challenges of Semantic Knowledge Management. Semantic Knowledge Management 2009: 245-247 - [e10]John Davies, Marko Grobelnik, Dunja Mladenic:
Semantic Knowledge Management. Springer 2009, ISBN 978-3-540-88844-4 [contents] - [e9]Wray L. Buntine, Marko Grobelnik, Dunja Mladenic, John Shawe-Taylor:
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I. Lecture Notes in Computer Science 5781, Springer 2009, ISBN 978-3-642-04179-2 [contents] - [e8]Wray L. Buntine, Marko Grobelnik, Dunja Mladenic, John Shawe-Taylor:
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part II. Lecture Notes in Computer Science 5782, Springer 2009, ISBN 978-3-642-04173-0 [contents] - [e7]Bettina Berendt, Dunja Mladenic, Marco de Gemmis, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svátek, Filip Zelezný:
Knowledge Discovery Enhanced with Semantic and Social Information. Studies in Computational Intelligence 220, 2009, ISBN 978-3-642-01890-9 [contents] - 2008
- [j18]Joël Plisson, Nada Lavrac, Dunja Mladenic, Tomaz Erjavec:
Ripple Down Rule learning for automated word lemmatisation. AI Commun. 21(1): 15-26 (2008) - [j17]Janez Brank, Dunja Mladenic, Marko Grobelnik, Natasa Milic-Frayling:
Feature Selection for the Classification of Large Document Collections. J. Univers. Comput. Sci. 14(10): 1562-1596 (2008) - [c34]Janez Brank, Marko Grobelnik, Dunja Mladenic:
Predicting Category Additions in a Topic Hierarchy. ASWC 2008: 315-329 - [c33]Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik:
Monitoring Network Evolution using MDL. ICDE 2008: 1328-1330 - [c32]Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik, Dunja Mladenic:
Cross-lingual search over 22 european languages. SIGIR 2008: 883 - [i1]Dominik Benz, Marko Grobelnik, Andreas Hotho, Robert Jäschke, Dunja Mladenic, Vito Domenico Pietro Servedio, Sergej Sizov, Martin Szomszor:
08391 Working Group Summary - Analyzing Tag Semantics Across Tagging Systems. Social Web Communities 2008 - 2007
- [j16]Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Extracting Named Entities and Relating Them over Time Based on Wikipedia. Informatica (Slovenia) 31(4): 463-468 (2007) - [c31]Miha Grcar, Marko Grobelnik, Dunja Mladenic:
Using Text Mining and Link Analysis for Software Mining. MCD 2007: 1-12 - [c30]Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
OntoGen: Semi-automatic Ontology Editor. HCI (9) 2007: 309-318 - [e6]Joost N. Kok, Jacek Koronacki, Ramón López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron:
Machine Learning: ECML 2007, 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings. Lecture Notes in Computer Science 4701, Springer 2007, ISBN 978-3-540-74957-8 [contents] - [e5]Joost N. Kok, Jacek Koronacki, Ramón López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron:
Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings. Lecture Notes in Computer Science 4702, Springer 2007, ISBN 978-3-540-74975-2 [contents] - [e4]Bettina Berendt, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro:
From Web to Social Web: Discovering and Deploying User and Content Profiles, Workshop on Web Mining, WebMine 2006, Berlin, Germany, September 18, 2006. Revised Selected and Invited Papers. Lecture Notes in Computer Science 4737, Springer 2007, ISBN 978-3-540-74950-9 [contents] - 2006
- [j15]Miha Grcar, Dunja Mladenic, Marko Grobelnik:
User profiling for the web. Comput. Sci. Inf. Syst. 3(2): 1-29 (2006) - [c29]Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Background Knowledge for Ontology Construction. C&O@ECAI 2006 - [c28]Koraljka Golub, Anders Ardö, Dunja Mladenic, Marko Grobelnik:
Comparing and Combining Two Approaches to Automated Subject Classification of Text. ECDL 2006: 467-470 - [c27]Janez Brank, Dunja Mladenic, Marko Grobelnik:
Golden Standard Based Ontology Evaluation Using Instance Assignment. EON@WWW 2006 - [c26]Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Background knowledge for ontology construction. WWW 2006: 949-950 - [p2]Miha Grcar, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
kNN Versus SVM in the Collaborative Filtering Framework. Data Science and Classification 2006: 251-260 - [e3]Markus Ackermann, Bettina Berendt, Marko Grobelnik, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svátek, Maarten van Someren:
Semantics, Web and Mining, Joint International Workshops, EWMF 2005 and KDO 2005, Porto, Portugal, October 3 and 7, 2005, Revised Selected Papers. Lecture Notes in Computer Science 4289, Springer 2006, ISBN 3-540-47697-0 [contents] - 2005
- [j14]Diego Mollá Aliod, Eduardo Alonso, Srinivas Bangalore, Joseph E. Beck, Bir Bhanu, Jim Blythe, Mark S. Boddy, Amedeo Cesta, Marko Grobelnik, Dilek Hakkani-Tür, Sanda M. Harabagiu, Alain Léger, Deborah L. McGuinness, Stacy Marsella, Natasa Milic-Frayling, Dunja Mladenic, Daniel Oblinger, Paul E. Rybski, Pavel Shvaiko, Stephen F. Smith, Biplav Srivastava, Sheila Tejada, Hannes Högni Vilhjálmsson, Kristinn R. Thórisson, Gökhan Tür, José Luis Vicedo González, Holger Wache:
The Workshops at the Twentieth National Conference on Artificial Intelligence. AI Mag. 26(4): 102-108 (2005) - [j13]Marko Grobelnik, Dunja Mladenic:
Simple Classification into Large Topic Ontology of Web Documents. J. Comput. Inf. Technol. 13(4): 279-285 (2005) - [j12]Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Visualization of Text Document Corpus. Informatica (Slovenia) 29(4): 497-504 (2005) - [j11]John Davies, Alistair Duke, Nick Kings, Dunja Mladenic, Kalina Bontcheva, Miha Grcar, V. Richard Benjamins, Jesús Contreras, Mercedes Blázquez Civico, Tim Glover:
Next generation knowledge access. J. Knowl. Manag. 9(5): 64-84 (2005) - [j10]Marko Grobelnik, Dunja Mladenic:
Automated knowledge discovery in advanced knowledge management. J. Knowl. Manag. 9(5): 132-149 (2005) - [j9]Rayid Ghani, Rosie Jones, Dunja Mladenic:
Building Minority Language Corpora by Learning to Generate Web Search Queries. Knowl. Inf. Syst. 7(1): 56-83 (2005) - [j8]Jafar Adibi, Patrick Pantel, Marko Grobelnik, Dunja Mladenic:
KDD-2005 workshop report: Link Discovery: issues, approaches and application (LinkKDD-2005). SIGKDD Explor. 7(2): 123-125 (2005) - [c25]Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
Semi-automatic Construction of Topic Ontologies. EWMF/KDO 2005: 121-131 - [c24]Dunja Mladenic:
Text Mining in Action!. GfKl 2005: 52-62 - [c23]Blaz Fortuna, Dunja Mladenic:
Using String Kernels for Classification of Slovenian Web Documents. GfKl 2005: 358-365 - [c22]Miha Grcar, Dunja Mladenic, Marko Grobelnik:
Applying Collaborative Filtering to Real-life Corporate Data. GfKl 2005: 374-381 - [c21]Blaz Novak, Dunja Mladenic, Marko Grobelnik:
Text Classification with Active Learning. GfKl 2005: 398-405 - [c20]Miha Grcar, Dunja Mladenic, Blaz Fortuna, Marko Grobelnik:
Data Sparsity Issues in the Collaborative Filtering Framework. WEBKDD 2005: 58-76 - [c19]Dunja Mladenic:
Feature Selection for Dimensionality Reduction. SLSFS 2005: 84-102 - [e2]Jafar Adibi, Marko Grobelnik, Dunja Mladenic, Patrick Pantel:
Proceedings of the 3rd international workshop on Link discovery, LinkKDD 2005, Chicago, Illinois, USA, August 21-25, 2005. ACM 2005 [contents] - 2004
- [j7]Marko Grobelnik, Dunja Mladenic:
Visualization of News Articles. Informatica (Slovenia) 28(4): 375-380 (2004) - [j6]Jafar Adibi, Hans Chalupsky, Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling:
KDD-2004 workshop report link analysis and group detection (LinkKDD-2004). SIGKDD Explor. 6(2): 136-139 (2004) - [c18]Dunja Mladenic, Marko Grobelnik:
Visualizing Very Large Graphs Using Clustering Neighborhoods. Local Pattern Detection 2004: 89-97 - [c17]Dunja Mladenic, Janez Brank, Marko Grobelnik, Natasa Milic-Frayling:
Feature selection using linear classifier weights: interaction with classification models. SIGIR 2004: 234-241 - [e1]Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme:
Web Mining: From Web to Semantic Web, First European Web Mining Forum, EMWF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003, Revised Selected and Invited Papers. Lecture Notes in Computer Science 3209, Springer 2004, ISBN 3-540-23258-3 [contents] - 2003
- [j5]Dunja Mladenic, Marko Grobelnik:
Feature selection on hierarchy of web documents. Decis. Support Syst. 35(1): 45-87 (2003) - [c16]Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme:
A Roadmap for Web Mining: From Web to Semantic Web. EWMF 2003: 1-22 - [c15]Dunja Mladenic, Marko Grobelnik:
Mapping Documents onto Web Page Ontology. EWMF 2003: 77-96 - [p1]Dunja Mladenic:
Web Browsing Using Machine Learning on Text Data. Intelligent Exploration of the Web 2003: 288-303 - 2002
- [c14]Dunja Mladenic:
Modeling Information in Textual Data Combining Labeled and Unlabeled Data. Pattern Detection and Discovery 2002: 170-179 - [c13]Dunja Mladenic:
Learning word normalization using word suffix and context from unlabeled data. ICML 2002: 427-434 - 2001
- [j4]Dunja Mladenic, William F. Eddy, Scott Ziolko:
Data mining of baskets collected at different locations over one year. Informatica (Slovenia) 25(3) (2001) - [c12]Rayid Ghani, Rosie Jones, Dunja Mladenic:
Mining the Web to Create Minority Language Corpora. CIKM 2001: 279-286 - [c11]Rayid Ghani, Rosie Jones, Dunja Mladenic:
Automatic Web Search Query Generation to Create Minority Language Corpora. SIGIR 2001: 432-433 - [c10]Rayid Ghani, Rosie Jones, Dunja Mladenic:
Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web. Web Intelligence 2001: 508-513 - 2000
- [j3]Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling:
Text Mining as Integration of Several Related Research Areas: Report on KDD'2000 Workshop on Text Mining. SIGKDD Explor. 2(2): 99-102 (2000) - [c9]Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling:
Text mining (workshop session - title only). KDD 2000: 534
1990 – 1999
- 1999
- [j2]Dunja Mladenic:
Text-learning and related intelligent agents: a survey. IEEE Intell. Syst. 14(4): 44-54 (1999) - [c8]Dunja Mladenic, Marko Grobelnik:
Feature Selection for Unbalanced Class Distribution and Naive Bayes. ICML 1999: 258-267 - 1998
- [j1]Thorsten Joachims, Dunja Mladenic:
Browsing-Assistenten, Tour Guides und adaptive WWW-Server. Künstliche Intell. 12(3): 23-29 (1998) - [c7]Dunja Mladenic:
Turning Yahoo to Automatic Web-Page Classifier. ECAI 1998: 473-474 - [c6]Dunja Mladenic:
Feature Subset Selection in Text-Learning. ECML 1998: 95-100 - 1997
- [c5]Iztok A. Pilih, Dunja Mladenic, Nada Lavrac, Tine S. Prevec:
Using machine learning for outcome prediction of patients with severe head injury. CBMS 1997: 200-204 - 1994
- [c4]Dunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik:
Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation. ECML 1994: 399-402 - 1993
- [c3]Dunja Mladenic:
Combinatorial Optimization in Inductive Concept Learning. ICML 1993: 205-211 - [c2]Dunja Mladenic:
Visualization of Domain and Concept Descriptions. SCAI 1993: 157-167 - 1992
- [c1]Matevz Kovacic, Nada Lavrac, Marko Grobelnik, Darko Zupanic, Dunja Mladenic:
Stochastic Search in Inductive Logic Programming. ECAI 1992: 444-445
Coauthor Index
[j82] [j81] [j78] [i27] [j74] [j73] [j72] [i25] [i24] [i23] [i22] [i21] [i18] [i17] [j62] [c83] [c82] [c81] [i15] [i13] [i11] [i10] [i7] [i6] [j45] [c69] [c68] [c64] [c63] [c62] [c57] [c52] [i2] [j28] [j25] [c51] [c48] [c47] [c46] [j21] [j20] [c42] [c39] [c38] [p7] [p6] [p4] [c32] [j16] [c30] [c29] [c26] [p2] [j12] [c25] [c23] [c20]
[j85] [j84] [j83] [c85] [j80] [j79] [j77] [i29] [i28] [j75] [j69] [j68] [i20] [i19] [i16] [j65] [j57] [j52] [r10] [r9] [r6] [j50] [c78] [j46] [c77] [j37] [c63] [c60] [p9] [p8] [i2] [j28] [j25] [j23] [c51] [c50] [c48] [r5] [r4] [r1] [j22] [j21] [j20] [j19] [c44] [c42] [c39] [c38] [p7] [p6] [p5] [p4] [p3] [e10] [e9] [e8] [j17] [c34] [c33] [c32] [i1] [j16] [c31] [c30] [j15] [c29] [c28] [c27] [c26] [p2] [e3] [j14] [j13] [j12] [j10] [j8] [c25] [c22] [c21] [c20] [e2] [j7] [j6] [c18] [c17] [j5] [c15] [j3] [c9] [c8] [c4] [c1]
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