Christos Diou

According to our database1, Christos Diou authored at least 58 papers between 2004 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

On csauthors.net:

Bibliography

2020
A Data Driven End-to-end Approach for In-the-wild Monitoring of Eating Behavior Using Smartwatches.
CoRR, 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

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

Collecting big behavioral data for measuring behavior against obesity.
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

Assessment of In-Meal Eating Behaviour using Fuzzy SVM.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Behaviour Profiles for Evidence-based Policies Against Obesity.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Detecting Meals In the Wild Using the Inertial Data of a Typical Smartwatch.
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

Span error bound for weighted SVM with applications in hyperparameter selection.
CoRR, 2018

End-to-end Learning for Measuring in-meal Eating Behavior from a Smartwatch.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A Novel Chewing Detection System Based on PPG, Audio, and Accelerometry.
IEEE J. Biomed. Health Informatics, 2017

Objective measures of eating behaviour in a Swedish high school.
Behav. Inf. Technol., 2017

Food Intake Detection from Inertial Sensors Using LSTM Networks.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Learning local feature aggregation functions with backpropagation.
Proceedings of the 25th European Signal Processing Conference, 2017

Chewing detection from an in-ear microphone using convolutional neural networks.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

The SPLENDID chewing detection challenge.
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

Data-driven assessments for sensor measurements of eating behavior.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016
Improving Concept-Based Image Retrieval with Training Weights Computed from Tags.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Online training of concept detectors for image retrieval using streaming clickthrough data.
Eng. Appl. Artif. Intell., 2016

Fast Supervised LDA for Discovering Micro-Events in Large-Scale Video Datasets.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A novel approach for chewing detection based on a wearable PPG sensor.
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

Fractal Nature of Chewing Sounds.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Analysing Behaviours for Intrusion Detection.
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

Of daemons and men: A file system approach towards intrusion detection.
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

Weighted SVM from clickthrough data for image retrieval.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Multi-evidence User Group Discovery in Professional Image Search.
Proceedings of the Advances in Information Retrieval, 2014

2013
Applying semantic technologies in cervical cancer research.
Data Knowl. Eng., 2013

Agent-Based Small-Scale Energy Consumer Models for Energy Portfolio Management.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2013

2011
Reliability and effectiveness of clickthrough data for automatic image annotation.
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

The Multimedia Understanding Group at TRECVID 2010.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

2009
Image annotation using clickthrough data.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
Indexing and Browsing of Color Images: Design Considerations.
Proceedings of the Advances in Semantic Media Adaptation and Personalization, 2008


Association Studies on Cervical Cancer Facilitated by Inference and Semantic Technologies: The Assist Approach.
Proceedings of the eHealth Beyond the Horizon, 2008

2006
Complexity control in semantic identification.
Int. J. Intell. Syst. Technol. Appl., 2006

Semantic Identification: Balancing between Complexity and Validity.
EURASIP J. Adv. Signal Process., 2006

Constructing Fuzzy Relations fromWordNet forWord Sense Disambiguation.
Proceedings of the First International Workshop on Semantic Media Adaptation and Personalization, 2006

Efficient Indexing, Color Descriptors and Browsing in Image Databases.
Proceedings of the First International Workshop on Semantic Media Adaptation and Personalization, 2006

Space-Time Tubes and Motion Representation.
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

Dynamic Semantic Identification with Complexity Constraints as a Knapsack Problem.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Complexity Control in Semantic Identification.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
Identification of semantics: balancing between complexity and validity.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004


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