Christos Diou
Orcid: 0000-0002-2461-1928Affiliations:
- Department of Informatics and Telematics, Harokopio University of Athens, Greece
- Aristotle University of Thessaloniki, Greece (former)
According to our database1,
Christos Diou
authored at least 85 papers
between 2004 and 2024.
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Bibliography
2024
Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
2023
Integrating Nearest Neighbors with Neural Network Models for Treatment Effect Estimation.
Int. J. Neural Syst., July, 2023
On the Out-Of-Distribution Robustness of Self-Supervised Representation Learning for Phonocardiogram Signals.
CoRR, 2023
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.
CoRR, 2023
Regionally Additive Models: Explainable-by-design models minimizing feature interactions.
CoRR, 2023
CoRR, 2023
CoRR, 2023
FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations.
CoRR, 2023
Development and evaluation of Reinforcement Learning models for the FOSSBot Open-Source educational robot.
Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and Informatics, 2023
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023
Proceedings of the Service-Oriented and Cloud Computing, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023
Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023
2022
Listen to your heart: A self-supervised approach for detecting murmur in heart-beat sounds for the Physionet 2022 challenge.
CoRR, 2022
CoRR, 2022
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022
Proceedings of the 19th International Conference on Security and Cryptography, 2022
Proceedings of the Artificial Intelligence Applications and Innovations, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds.
Proceedings of the Computing in Cardiology, 2022
A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks.
Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022
DALE: Differential Accumulated Local Effects for efficient and accurate global explanations.
Proceedings of the Asian Conference on Machine Learning, 2022
2021
A Data Driven End-to-End Approach for In-the-Wild Monitoring of Eating Behavior Using Smartwatches.
IEEE J. Biomed. Health Informatics, 2021
Self-Supervised Feature Learning of 1D Convolutional Neural Networks with Contrastive Loss for Eating Detection Using an In-Ear Microphone.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
BigO: A public health decision support system for measuring obesogenic behaviors of children in relation to their local environment.
CoRR, 2020
Combining PENCIL with AMDIM for image classification with noisy and sparsely labeled data.
Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Inferring the Spatial Distribution of Physical Activity in Children Population from Characteristics of the Environment.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
BigO: A public health decision support system for measuring obesogenic behaviors of children in relation to their local environment.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Automatic Analysis of Food Intake and Meal Microstructure Based on Continuous Weight Measurements.
IEEE J. Biomed. Health Informatics, 2019
Modeling Wrist Micromovements to Measure In-Meal Eating Behavior From Inertial Sensor Data.
IEEE J. Biomed. Health Informatics, 2019
Of daemons and men: reducing false positive rate in intrusion detection systems with file system footprint analysis.
Neural Comput. Appl., 2019
A Methodology for Obtaining Objective Measurements of Population Obesogenic Behaviors in Relation to the Environment.
CoRR, 2019
Developing a Novel Citizen-Scientist Smartphone App for Collecting Behavioral and Affective Data from Children Populations.
Proceedings of the Wireless Mobile Communication and Healthcare, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Image-Based Surrogates of Socio-Economic Status in Urban Neighborhoods Using Deep Multiple Instance Learning.
J. Imaging, 2018
CoRR, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
Behav. Inf. Technol., 2017
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Automated analysis of in meal eating behavior using a commercial wristband IMU sensor.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
2016
ACM Trans. Multim. Comput. Commun. Appl., 2016
Online training of concept detectors for image retrieval using streaming clickthrough data.
Eng. Appl. Artif. Intell., 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Building effective SVM concept detectors from clickthrough data for large-scale image retrieval.
Int. J. Multim. Inf. Retr., 2015
Automated Extraction of Food Intake Indicators from Continuous Meal Weight Measurements.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015
Proceedings of the IEEE International Conference on Communication, 2015
A parametric Probabilistic Context-Free Grammar for food intake analysis based on continuous meal weight measurements.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Bottom-up modeling of small-scale energy consumers for effective Demand Response Applications.
Eng. Appl. Artif. Intell., 2014
Appl. Soft Comput., 2014
Building Robust Concept Detectors from Clickthrough Data: A Study in the MSR-Bing Dataset.
Proceedings of the 9th International Workshop on Semantic and Social Media Adaptation and Personalization, 2014
Preventing obesity and eating disorders through behavioural modifications: The SPLENDID vision.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Advances in Information Retrieval, 2014
2013
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2013
2011
Multim. Tools Appl., 2011
2010
Large-Scale Concept Detection in Multimedia Data Using Small Training Sets and Cross-Domain Concept Fusion.
IEEE Trans. Circuits Syst. Video Technol., 2010
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010
2009
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009
2008
Proceedings of the Advances in Semantic Media Adaptation and Personalization, 2008
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008
Association Studies on Cervical Cancer Facilitated by Inference and Semantic Technologies: The Assist Approach.
Proceedings of the eHealth Beyond the Horizon, 2008
2006
Int. J. Intell. Syst. Technol. Appl., 2006
EURASIP J. Adv. Signal Process., 2006
Proceedings of the First International Workshop on Semantic Media Adaptation and Personalization, 2006
Proceedings of the First International Workshop on Semantic Media Adaptation and Personalization, 2006
Proceedings of the Artificial Intelligence Applications and Innovations, 2006
2005
Minimizing Uncertainty in Semantic Identification When Computing Resources Are Limited.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005
2004
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004