Theodoros Giannakopoulos
According to our database1,
Theodoros Giannakopoulos
authored at least 91 papers
between 2005 and 2024.
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Bibliography
2024
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
A Self-Supervised Learning Approach for Detecting Non-Psychotic Relapses Using Wearable-Based Digital Phenotyping.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Proceedings of the 18th International Workshop on Semantic and Social Media Adaptation and Personalization, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
MMATR: A Lightweight Approach for Multimodal Sentiment Analysis Based on Tensor Methods.
Proceedings of the IEEE International Conference on Acoustics, 2023
Designing and Evaluating Speech Emotion Recognition Systems: A Reality Check Case Study with IEMOCAP.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023
2022
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022
Cross-linguistic speech emotion recognition using CNNs: a use-case in Greek Theatrical Data.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022
Real-time Feasibility of a Human Intention Method Evaluated Through a Competitive Human-Robot Reaching Game.
Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022
Proceedings of the Artificial Intelligence in HCI, 2022
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022
2021
CoRR, 2021
White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content.
CoRR, 2021
Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021
Proceedings of the 4th International Conference on Natural Language and Speech Processing, 2021
2020
Proceedings of the 15th International Workshop on Semantic and Social Media Adaptation and Personalization, 2020
2019
Proceedings of the 14th International Workshop on Semantic and Social Media Adaptation and Personalization, 2019
Recognizing the quality of urban sound recordings using hand-crafted and deep audio features.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Recognition of Urban Sound Events Using Deep Context-Aware Feature Extractors and Handcrafted Features.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019
2018
Pattern Recognit., 2018
Expert Syst. Appl., 2018
Expert Syst. Appl., 2018
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
2017
Deep Visual Attributes vs. Hand-Crafted Audio Features on Multidomain Speech Emotion Recognition.
Comput., 2017
Proceedings of the 12th International Workshop on Semantic and Social Media Adaptation and Personalization, 2017
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017
Proceedings of the 3rd International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Multim. Tools Appl., 2016
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016
Content Representation and Similarity of Movies based on Topic Extraction from Subtitles.
Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 2016
Fusing active orientation models and mid-term audio features for automatic depression estimation.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Monitoring Activities of Daily Living Using Audio Analysis and a RaspberryPI: A Use Case on Bathroom Activity Monitoring.
Proceedings of the Information and Communication Technologies for Ageing Well and e-Health, 2016
A Low-cost Approach for Detecting Activities of Daily Living using Audio Information: A Use Case on Bathroom Activity Monitoring.
Proceedings of the 2nd International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2016
Computation and communication challenges to deploy robots in assisted living environments.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the 10th International Workshop on Semantic and Social Media Adaptation and Personalization, 2015
A multimodal adaptive dialogue manager for depressive and anxiety disorder screening: a Wizard-of-Oz experiment.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
A two-step identification method for human-robot interaction in assistive environments.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015
Proceedings of the 6th International Conference on Information, 2015
Proceedings of the 6th International Conference on Information, 2015
Proceedings of the 6th International Conference on Information, 2015
Robots in Assisted Living Environments as an Unobtrusive, Efficient, Reliable and Modular Solution for Independent Ageing: The RADIO Perspective.
Proceedings of the Applied Reconfigurable Computing - 11th International Symposium, 2015
2014
Discovering and Visualizing Interdisciplinary Content Classes in Scientific Publications.
D Lib Mag., 2014
Discovering Similarities for Content-Based Recommendation and Browsing in Multimedia Collections.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014
Proceedings of the SIGMAP 2014, 2014
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014
Proceedings of the E-Business and Telecommunications - 11th International Joint Conference, 2014
Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), 2014
2013
Supervised Content Visualization of Scientific Publications: A Case Study on the ArXiv Dataset.
Proceedings of the Language Processing and Intelligent Information Systems, 2013
Content Visualization of Scientific Corpora Using an Extensible Relational Database Implementation.
Proceedings of the Theory and Practice of Digital Libraries - TPDL 2013 Selected Workshops, 2013
2012
IEEE Trans. Speech Audio Process., 2012
Detection and clustering of musical audio parts using Fisher linear semi-discriminant analysis.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies.
Expert Syst. Appl., 2011
2010
Proceedings of the 5th International Workshop on Semantic Media Adaptation and Personalization, 2010
Proceedings of the Artificial Intelligence: Theories, 2010
Proceedings of the Artificial Intelligence: Theories, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
2009
Study and application of acoustic information for the detection of harmful content and fusion with visual information
PhD thesis, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
A Speech/Music Discriminator of Radio Recordings Based on Dynamic Programming and Bayesian Networks.
IEEE Trans. Multim., 2008
Proceedings of the International Workshop on Multimedia Signal Processing, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Gunshot detection in audio streams from movies by means of dynamic programming and Bayesian networks.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
A Multi-Class Audio Classification Method With Respect To Violent Content In Movies Using Bayesian Networks.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006
A computationally efficient speech/music discriminator for radio recordings.
Proceedings of the ISMIR 2006, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Speech/music discrimination for radio broadcasts using a hybrid HMM-Bayesian Network architecture.
Proceedings of the 14th European Signal Processing Conference, 2006
2005
IEEE Trans. Consumer Electron., 2005