Isaak Kavasidis

Orcid: 0000-0003-4366-5195

According to our database1, Isaak Kavasidis authored at least 43 papers between 2011 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Rebuttal to "Comments on 'Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features' ".
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

A Convolutional-Transformer Model for FFR and iFR Assessment From Coronary Angiography.
IEEE Trans. Medical Imaging, August, 2024

2023
BioTrak: A Blockchain-based Platform for Food Chain Logistics Traceability.
CoRR, 2023

A Federated Learning Framework for Enforcing Traceability in Manufacturing Processes.
IEEE Access, 2023

FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Predictive maintenance in pharmaceutical manufacturing lines using deep transformers.
Proceedings of the 14th International Conference on Ambient Systems, 2023

2021
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans.
CoRR, 2021

An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans.
Artif. Intell. Medicine, 2021

2020
Correct block-design experiments mitigate temporal correlation bias in EEG classification.
CoRR, 2020

2019
A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features.
CoRR, 2018

A Saliency-based Convolutional Neural Network for Table and Chart Detection in Digitized Documents.
CoRR, 2018

Recent Advances at the Brain-Driven Computer Vision Workshop 2018.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
<i>Brain2Image</i>: Converting Brain Signals into Images.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Generative Adversarial Networks Conditioned by Brain Signals.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Deep Learning Human Mind for Automated Visual Classification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

An Eye Tracker based Computer System to Support Oculomotor and Attention Deficit Investigations.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
Data Groundtruthing and Crowdsourcing.
Proceedings of the Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data, 2016

Modeling skeletal bone development with hidden Markov models.
Comput. Methods Programs Biomed., 2016

Assessment and visualization of geographically distributed event-related sentiments by mining social networks and news.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

GeoSentiment: A tool for analyzing geographically distributed event-related sentiments.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015
Nonparametric label propagation using mutual local similarity in nearest neighbors.
Comput. Vis. Image Underst., 2015

Automatic Summary Creation by Applying Natural Language Processing on Unstructured Medical Records.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Rejecting False Positives in Video Object Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 2015

A Framework for the Discovery, Analysis, and Retrieval of Multimedia Homemade Explosives Information on the Web.
Proceedings of the 10th International Conference on Availability, Reliability and Security, 2015

2014
Understanding fish behavior during typhoon events in real-life underwater environments.
Multim. Tools Appl., 2014

An innovative web-based collaborative platform for video annotation.
Multim. Tools Appl., 2014

A texton-based kernel density estimation approach for background modeling under extreme conditions.
Comput. Vis. Image Underst., 2014

Discovering biological knowledge by integrating high-throughput data and scientific literature on the cloud.
Concurr. Comput. Pract. Exp., 2014

2013
A crowdsourcing approach to support video annotation.
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications, 2013

Covariance based modeling of underwater scenes for fish detection.
Proceedings of the IEEE International Conference on Image Processing, 2013

Generation of Ground Truth for Object Detection While Playing an Online Game: Productive Gaming or Recreational Working?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
An integrated computer-controlled system for assisting researchers in cortical excitability studies by using transcranial magnetic stimulation.
Comput. Methods Programs Biomed., 2012

Covariance based Fish Tracking in Real-life Underwater Environment.
Proceedings of the VISAPP 2012, 2012

A semi-automatic tool for detection and tracking ground truth generation in videos.
Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, 2012

Quantitative performance analysis of object detection algorithms on underwater video footage.
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012

Improving Mobile Device Interaction by Eye Tracking Analysis.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Content based recommender system by using eye gaze data.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

BioWizard: Discovering and validating associations between biological entities by integrated analysis of scientific literature and experimental data.
Proceedings of CBMS 2012, 2012

2011
Developing controlled Vocabularies for educational Resources Sharing: a Case Study.
Proceedings of Linked Learning 2011: the 1st International Workshop on eLearning Approaches for the Linked Data Age, 2011

Adaptive Local Contrast Enhancement Combined with 2D Discrete Wavelet Transform for Mammographic Mass Detection and Classification.
Proceedings of the Digital Information and Communication Technology and Its Applications, 2011

A semantic-based and adaptive architecture for automatic multimedia retrieval composition.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011


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