Stamos Katsigiannis

Orcid: 0000-0001-9190-0941

According to our database1, Stamos Katsigiannis authored at least 46 papers between 2010 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Evidence Retrieval for Fact Verification using Multi-stage Reranking.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023
Fusing ECG signals and IRT models for task difficulty prediction in computerised educational systems.
Knowl. Based Syst., November, 2023

On Bias and Fairness in NLP: How to have a fairer text classification?
CoRR, 2023

Toward Automatic Tutoring of Math Word Problems in Intelligent Tutoring Systems.
IEEE Access, 2023

Towards Automatic Tutoring of Custom Student-Stated Math Word Problems.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

2022
Automated Detection of Substance-Use Status and Related Information from Clinical Text.
Sensors, 2022

A comparative study of common steps in video-based remote heart rate detection methods.
Expert Syst. Appl., 2022

IEViT: An enhanced vision transformer architecture for chest X-ray image classification.
Comput. Methods Programs Biomed., 2022

On the benefits of using Hidden Markov Models to predict emotions.
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Multiclass-SGCN: Sparse Graph-Based Trajectory Prediction with Agent Class Embedding.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

SOS: Systematic Offensive Stereotyping Bias in Word Embeddings.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Multi-modal lung ultrasound image classification by fusing image-based features and probe information.
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

A Localisation Study of Deep Learning Models for Chest X-ray Image Classification.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
On the Influence of Affect in EEG-Based Subject Identification.
IEEE Trans. Affect. Comput., 2021

On the Use of Deep Learning for Imaging-Based COVID-19 Detection Using Chest X-rays.
Sensors, 2021

BED: A New Data Set for EEG-Based Biometrics.
IEEE Internet Things J., 2021

When the Timeline Meets the Pipeline: A Survey on Automated Cyberbullying Detection.
IEEE Access, 2021

Does BERT Pay Attention to Cyberbullying?
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Single-channel EEG-based subject identification using visual stimuli.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
Triaxial Accelerometer-Based Falls and Activities of Daily Life Detection Using Machine Learning.
Sensors, 2020

Defining gaze tracking metrics by observing a growing divide between 2D and 3D tracking.
Proceedings of the Human Vision and Electronic Imaging 2020, 2020

2019
A QoE and Simulator Sickness Evaluation of a Smart-Exercise-Bike Virtual Reality System via User Feedback and Physiological Signals.
IEEE Trans. Consumer Electron., 2019

An FPGA implementation of the matching pursuit algorithm for a compressed sensing enabled e-Health monitoring platform.
Microprocess. Microsystems, 2019

Examining Human-Horse Interaction by Means of Affect Recognition via Physiological Signals.
IEEE Access, 2019

ECG-based affective computing for difficulty level prediction in Intelligent Tutoring Systems.
Proceedings of the UK/China Emerging Technologies, 2019

Image-Evoked Affect and its Impact on Eeg-Based Biometrics.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

SpotDSQ: A 2D-Gel Image Analysis Tool for Protein Spot Detection, Segmentation and Quantification.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

On the use of ECG and EMG Signals for Question Difficulty Level Prediction in the Context of Intelligent Tutoring Systems.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018
DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices.
IEEE J. Biomed. Health Informatics, 2018

Interpreting MOS scores, when can users see a difference? Understanding user experience differences for photo quality.
Qual. User Exp., 2018

SNPs-based Hypertension Disease Detection via Machine Learning Techniques.
Proceedings of the 24th International Conference on Automation and Computing, 2018

Remote Heart Rate Extraction Using Microsoft KinectTM v2.0.
Proceedings of the 10th International Conference on Bioinformatics and Biomedical Technology, 2018

2017
MIGS-GPU: Microarray Image Gridding and Segmentation on the GPU.
IEEE J. Biomed. Health Informatics, 2017

Perceptual video quality evaluation by means of physiological signals.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017

ES1D: A Deep Network for EEG-Based Subject Identification.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

2016
Advanced GPU - based methods for analysis and processing of biomedical images and general purpose video
PhD thesis, 2016

2015
CVC: The Contourlet Video Compression algorithm for real-time applications.
CoRR, 2015

2D-gel spot detection and segmentation based on modified image-aware grow-cut and regional intensity information.
Comput. Methods Programs Biomed., 2015

A GPU vs CPU performance evaluation of an experimental video compression algorithm.
Proceedings of the Seventh International Workshop on Quality of Multimedia Experience, 2015

A custom grow-cut based scheme for 2D-gel image segmentation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013
FLBP: Fuzzy Local Binary Patterns.
Proceedings of the Local Binary Patterns: New Variants and Applications, 2013

Parallel computing techniques for performance enhancement of a cDNA microarray gridding algorithm.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

A GPU based real-time video compression method for video conferencing.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Enhancing the performance of a microarray gridding algorithm via GPU computing techniques.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
A contourlet transform based algorithm for real-time video encoding.
Proceedings of the Real-Time Image and Video Processing 2012, 2012

2010
Contourlet Transform for Texture Representation of Ultrasound Thyroid Images.
Proceedings of the Artificial Intelligence Applications and Innovations, 2010


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