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ORCIDIoannis Katakis 0001
Person information
- affiliation: University of Nicosia, Cyprus
- affiliation (former): National and Kapodistrian University of Athens, Department of Informatics and Telecommunications
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Books and Theses
- 2009
[b1]Ioannis Katakis:
Μέθοδοι μηχανικής μάθησης για αυτόματη ταξινόμηση κειμένων. Aristotle University Of Thessaloniki, Greece, 2009
Journal Articles
- 2023
- [j20]Andreas Triantafyllidis, Sofia Segkouli, Stelios Zygouris, Christina Michailidou, Konstantinos Avgerinakis, Evangelia Fappa, Sophia Vassiliades, Anastasia Bougea, Nikos Papagiannakis, Ioannis Katakis, Evangelos Mathioudis, Alexandru Sorici, Lidia Bajenaru, Valentina Tageo, Francesco Camonita, Christoniki Maga-Nteve, Stefanos Vrochidis, Ludovico Pedullà, Giampaolo Brichetto, Panagiotis Tsakanikas, Konstantinos Votis, Dimitrios Tzovaras:
Mobile App Interventions for Parkinson's Disease, Multiple Sclerosis and Stroke: A Systematic Literature Review. Sensors 23(7): 3396 (2023) - [j19]Alexia Dini Kounoudes
, Georgia M. Kapitsaki, Ioannis Katakis:
Enhancing user awareness on inferences obtained from fitness trackers data. User Model. User Adapt. Interact. 33(4): 967-1014 (2023) - 2022
- [j18]Karl Aberer, Ioannis Katakis, Quoc Viet Hung Nguyen, Hongzhi Yin:
Preface - Special Issue on Misinformation on the Web. Inf. Syst. 103: 101867 (2022) - [j17]Pantelis Agathangelou, Ioannis Katakis:
Balancing between holistic and cumulative sentiment classification. Online Soc. Networks Media 29: 100199 (2022) - 2021
- [j16]Demetris Trihinas, Michalis Agathocleous, Karlen Avogian, Ioannis Katakis:
FlockAI: A Testing Suite for ML-Driven Drone Applications. Future Internet 13(12): 317 (2021) - 2020
- [j15]Pantelis Agathangelou, Demetris Trihinas, Ioannis Katakis:
A Multi-Factor Analysis of Forecasting Methods: A Study on the M4 Competition. Data 5(2): 41 (2020) - 2018
- [j14]Yannis Papanikolaou, Grigorios Tsoumakas, Ioannis Katakis:
Hierarchical partitioning of the output space in multi-label data. Data Knowl. Eng. 116: 42-60 (2018) - [j13]Ebrahim Bagheri, Faezeh Ensan, Ioannis Katakis, Zeinab Noorian:
Foreword to the special issue on mining actionable insights from social networks. Inf. Syst. 78: 162-163 (2018) - [j12]Pantelis Agathangelou, Ioannis Katakis, Ioannis Koutoulakis, Fotis Kokkoras, Dimitrios Gunopulos:
Learning patterns for discovering domain-oriented opinion words. Knowl. Inf. Syst. 55(1): 45-77 (2018) - 2017
- [j11]Gennady L. Andrienko, Dimitrios Gunopulos, Yannis E. Ioannidis, Vana Kalogeraki, Ioannis Katakis, Katharina Morik, Olivier Verscheure:
Mining Urban Data (Part C). Inf. Syst. 64: 219-220 (2017) - [j10]Iouliana Litou, Vana Kalogeraki, Ioannis Katakis, Dimitrios Gunopulos:
Efficient and timely misinformation blocking under varying cost constraints. Online Soc. Networks Media 2: 19-31 (2017) - 2016
- [j9]Gennady L. Andrienko, Dimitrios Gunopulos, Yannis E. Ioannidis, Vana Kalogeraki, Ioannis Katakis, Katharina Morik, Olivier Verscheure:
Mining Urban Data (Part B). Inf. Syst. 57: 75-76 (2016) - 2015
- [j8]Daniel Hernández-Lobato, Ioannis Katakis, Gonzalo Martínez-Muñoz, Ioannis Partalas:
Special Issue on "Solving complex machine learning problems with ensemble methods". Neurocomputing 150: 402-403 (2015) - [j7]Ioannis Katakis:
Mining urban data (part A). Inf. Syst. 54: 113-114 (2015) - [j6]Dimitrios Kotsakos, Panos Sakkos, Ioannis Katakis, Dimitrios Gunopulos:
Language agnostic meme-filtering for hashtag-based social network analysis. Soc. Netw. Anal. Min. 5(1): 28:1-28:14 (2015) - 2014
- [j5]Ioannis Katakis, Nicolas Tsapatsoulis, Fernando Mendez, Vasiliki Triga, Constantinos Djouvas:
Social Voting Advice Applications - Definitions, Challenges, Datasets and Evaluation. IEEE Trans. Cybern. 44(7): 1039-1052 (2014) - 2011
- [j4]Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas:
Random k-Labelsets for Multilabel Classification. IEEE Trans. Knowl. Data Eng. 23(7): 1079-1089 (2011) - 2010
- [j3]Ioannis Katakis, Grigorios Tsoumakas, Ioannis P. Vlahavas:
Tracking recurring contexts using ensemble classifiers: an application to email filtering. Knowl. Inf. Syst. 22(3): 371-391 (2010) - 2009
- [j2]Ioannis Katakis, Grigorios Tsoumakas, Evangelos Banos, Nick Bassiliades, Ioannis P. Vlahavas:
An adaptive personalized news dissemination system. J. Intell. Inf. Syst. 32(2): 191-212 (2009) - 2007
- [j1]Grigorios Tsoumakas, Ioannis Katakis:
Multi-Label Classification: An Overview. Int. J. Data Warehous. Min. 3(3): 1-13 (2007)
Conference and Workshop Papers
- 2023
- [c28]Julie Durand, Athena Stassopoulou, Ioannis Katakis:
Adverse Drug Reaction Classification in Social Media: A Multi-Label Approach. WI/IAT 2023: 280-286 - 2022
- [c27]Chloe Chira, Evangelos Mathioudis, Christina Michailidou, Pantelis Agathangelou, Georgia Christodoulou, Ioannis Katakis, Efstratios Kontopoulos, Konstantinos Avgerinakis:
An Affective Multi-modal Conversational Agent for Non Intrusive Data Collection from Patients with Brain Diseases. CONVERSATIONS 2022: 134-149 - 2021
- [c26]Christoniki Maga-Nteve, Efstratios Kontopoulos, Nikos Tsolakis, Ioannis Katakis, Evangelos Mathioudis, Panagiotis Mitzias, Konstantinos Avgerinakis, Georgios Meditskos, Anastasios Karakostas, Stefanos Vrochidis, Ioannis Kompatsiaris:
A Semantic Technologies Toolkit for Bridging Early Diagnosis and Treatment in Brain Diseases: Report from the Ongoing EU-Funded Research Project ALAMEDA. MTSR 2021: 349-354 - [c25]Alexia Dini Kounoudes, Georgia M. Kapitsaki, Ioannis Katakis, Marios Milis:
User-centred privacy inference detection for smart home devices. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI 2021: 210-218 - 2019
- [c24]Pantelis Agathangelou, Ioannis Katakis:
A hybrid deep learning network for modelling opinionated content. SAC 2019: 1051-1053 - 2018
- [c23]Antonia Saravanou, Ioannis Katakis, George Valkanas, Dimitrios Gunopulos:
Detection and Delineation of Events and Sub-Events in Social Networks. ICDE 2018: 1348-1351 - 2017
- [c22]Antonia Saravanou, Ioannis Katakis, George Valkanas, Vana Kalogeraki, Dimitrios Gunopulos:
Revealing the Hidden Links in Content Networks: An Application to Event Discovery. CIKM 2017: 2283-2286 - [c21]Avigdor Gal, Nicolo Rivetti, Arik Senderovich, Dimitrios Gunopulos, Ioannis Katakis, Nikolaos Panagiotou, Vana Kalogeraki:
REMI, Reusable Elements for Multi-Level Information Availability: Demo. DEBS 2017: 323-326 - [c20]Pantelis Agathangelou, Ioannis Katakis, Lamprini Rori, Dimitrios Gunopulos, Barry Richards:
Understanding Online Political Networks: The Case of the Far-Right and Far-Left in Greece. SocInfo (1) 2017: 162-177 - 2016
- [c19]Nikolaos Panagiotou, Ioannis Katakis, Dimitrios Gunopulos, Vana Kalogeraki, Elizabeth Daly, Jia Yuan Yu, Brendan O'Brien:
Mining hidden constrained streams in practice: Informed search in dynamic filter spaces. ASONAM 2016: 571-578 - [c18]Nikolaos Panagiotou, Ioannis Katakis, Dimitrios Gunopulos:
Detecting Events in Online Social Networks: Definitions, Trends and Challenges. Solving Large Scale Learning Tasks 2016: 42-84 - [c17]Iouliana Litou, Vana Kalogeraki, Ioannis Katakis, Dimitrios Gunopulos:
Real-Time and Cost-Effective Limitation of Misinformation Propagation. MDM 2016: 158-163 - [c16]Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien, Dermot Kinane, Jakub Marecek, Jia Yuan Yu, Rudi Verago, Elizabeth Daly, Nico Piatkowski, Thomas Liebig, Christian Bockermann, Katharina Morik, François Schnitzler, Matthias Weidlich, Avigdor Gal, Shie Mannor, Hendrik Stange, Werner Halft, Gennady L. Andrienko:
INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. ECML/PKDD (3) 2016: 22-26 - [c15]Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien:
Intelligent Urban Data Monitoring for Smart Cities. ECML/PKDD (3) 2016: 177-192 - 2015
- [c14]Ioannis Katakis, François Schnitzler, Thomas Liebig:
2nd International Workshop on Mining Urban Data (Preface). MUD@ICML 2015: 7-9 - [c13]Nikolaos Zygouras, Nikolaos Panagiotou, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Ioannis Katakis, Dimitrios Gunopulos:
Towards Detection of Faulty Traffic Sensors in Real-Time. MUD@ICML 2015: 53-62 - 2014
- [c12]Dimitrios Kotsakos, Panos Sakkos, Ioannis Katakis, Dimitrios Gunopulos:
#tag: Meme or event? ASONAM 2014: 391-394 - [c11]George Valkanas, Ioannis Katakis, Dimitrios Gunopulos, Anthony Stefanidis:
Mining Twitter Data with Resource Constraints. WI-IAT (2) 2014: 157-164 - [c10]Pantelis Agathangelou, Ioannis Katakis, Fotis Kokkoras, Konstantinos Ntonas:
Mining Domain-Specific Dictionaries of Opinion Words. WISE (1) 2014: 47-62 - 2013
- [c9]Marilena Agathokleous, Nicolas Tsapatsoulis, Ioannis Katakis:
On the Quantification of Missing Value Impact on Voting Advice Applications. EANN (1) 2013: 496-505 - 2012
- [c8]Ioannis Katakis, George Pallis, Marios D. Dikaiakos, Onisiforos Onoufriou:
Automated Tagging for the Retrieval of Software Resources in Grid and Cloud Infrastructures. CCGRID 2012: 628-635 - [c7]Ioannis Katakis, Nicolas Tsapatsoulis, Vasiliki Triga, Constantinos Tziouvas, Fernando Mendez:
Clustering Online Poll Data: Towards a Voting Assistance System. SMAP 2012: 54-59 - 2009
- [c6]Ioannis Katakis, Georgios Meditskos, Grigorios Tsoumakas, Nick Bassiliades, Ioannis P. Vlahavas:
On the Combination of Textual and Semantic Descriptions for Automated Semantic Web Service Classification. AIAI 2009: 95-104 - 2008
- [c5]Ioannis Katakis, Grigorios Tsoumakas, Ioannis P. Vlahavas:
An Ensemble of Classifiers for coping with Recurring Contexts in Data Streams. ECAI 2008: 763-764 - 2006
- [c4]Evangelos Banos, Ioannis Katakis, Nick Bassiliades, Grigorios Tsoumakas, Ioannis P. Vlahavas:
PersoNews: A Personalized News Reader Enhanced by Machine Learning and Semantic Filtering. OTM Conferences (1) 2006: 975-982 - [c3]Ioannis Partalas, Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas:
Ensemble Pruning Using Reinforcement Learning. SETN 2006: 301-310 - 2005
- [c2]Ioannis Katakis, Grigorios Tsoumakas, Ioannis P. Vlahavas:
On the Utility of Incremental Feature Selection for the Classification of Textual Data Streams. Panhellenic Conference on Informatics 2005: 338-348 - 2004
- [c1]Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas:
Effective Voting of Heterogeneous Classifiers. ECML 2004: 465-476
Parts in Books or Collections
- 2010
- [p2]Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas:
Mining Multi-label Data. Data Mining and Knowledge Discovery Handbook 2010: 667-685 - 2009
- [p1]Grigorios Tsoumakas, Ioannis Katakis:
Multi-Label Classification. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 309-319
Editorship
- 2015
- [e1]Ioannis Katakis, François Schnitzler, Thomas Liebig, Dimitrios Gunopulos, Katharina Morik, Gennady L. Andrienko, Shie Mannor:
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), Lille, France, July 11th, 2015. CEUR Workshop Proceedings 1392, CEUR-WS.org 2015 [contents]
Informal and Other Publications
- 2016
- [i2]Yannis Papanikolaou, Ioannis Katakis, Grigorios Tsoumakas:
Hierarchical Partitioning of the Output Space in Multi-label Data. CoRR abs/1612.06083 (2016) - 2015
- [i1]Panos Sakkos, Dimitrios Kotsakos, Ioannis Katakis, Dimitrios Gunopulos:
Anima: Adaptive Personalized Software Keyboard. CoRR abs/1501.05696 (2015)
Coauthor Index
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