Sampath Jayarathna

According to our database, Sampath Jayarathna authored at least 67 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hypothesis-Driven Deep Learning for Out of Distribution Detection.

Yasith Jayawardana, Azeem Ahmad, Balpreet S. Ahluwalia, Rafi Ahmad, Sampath Jayarathna, Dushan N. Wadduwage

CoRR, 2024

2023

Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces.

Javedul Ferdous, Hae Na Lee, Sampath Jayarathna, Vikas Ashok

ACM Trans. Interact. Intell. Syst., September, 2023

Enabling Customization of Discussion Forums for Blind Users.

Mohan Sunkara, Yash Prakash, Hae Na Lee, Sampath Jayarathna, Vikas Ashok

Proc. ACM Hum. Comput. Interact., June, 2023

Detecting Deceptive Dark-Pattern Web Advertisements for Blind Screen-Reader Users.

Satwik Ram Kodandaram, Mohan Sunkara, Sampath Jayarathna, Vikas Ashok

J. Imaging, 2023

Poster: Leveraging Data Analysis and Machine Learning to Authenticate Yelp Reviews through User Metadata Patterns.

Johnovon Richards, Saumya Dabhi, Faryaneh Poursardar, Sampath Jayarathna

Proceedings of the Twenty-fourth International Symposium on Theory, 2023

Exploring TikTok as an Educational Tool for Speech-Language Pathologists, Special Education, and General Education.

Anne Marie Perrotti, Isabelle Puwo, Sampath Jayarathna

Proceedings of the Twenty-fourth International Symposium on Theory, 2023

Assessing the Accessibility of Web Archives.

Mohan Sunkara, Sandeep Kalari, Sampath Jayarathna, Vikas Ashok

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

AutoDesc: Facilitating Convenient Perusal of Web Data Items for Blind Users.

Yash Prakash, Mohan Sunkara, Hae Na Lee, Sampath Jayarathna, Vikas Ashok

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Meme it Up: Patterns of Emoji Usage on Twitter.

Mohammad Shiri, Oleksii Dubovyk, Golbarg Roghaniaraghi, Sampath Jayarathna

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

Using BERT to Understand TikTok Users' ADHD Discussion.

Kayla Pineda, Anne M. Perrotti, Faryaneh Poursardar, Danielle Graber, Sampath Jayarathna

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

A Serverless Electroencephalogram Data Retrieval and Preprocessing Framework.

Bathsheba Farrow, Sampath Jayarathna

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

Gaze Analytics Dashboard for Distributed Eye Tracking.

Yasasi Abeysinghe, Bhanuka Mahanama, Gavindya Jayawardena, Mohan Sunkara, Vikas Ashok, Sampath Jayarathna

Proceedings of the 24th IEEE International Conference on Information Reuse and Integration for Data Science, 2023

DisETrac: Distributed Eye-Tracking for Online Collaboration.

Bhanuka Mahanama, Mohan Sunkara, Vikas Ashok, Sampath Jayarathna

Proceedings of the 2023 Conference on Human Information Interaction and Retrieval, 2023

Gaze-Augmented Drone Navigation.

Kayla Pineda, Bhanuka Mahanama, Vikas Ashok, Sampath Jayarathna

Proceedings of the Augmented Humans International Conference 2023, 2023

2022

Eye gaze estimation: A survey on deep learning-based approaches.

Primesh Pathirana, Shashimal Senarath, Dulani Meedeniya, Sampath Jayarathna

Expert Syst. Appl., 2022

Customer Gaze Estimation in Retail Using Deep Learning.

Shashimal Senarath, Primesh Pathirana, Dulani Meedeniya, Sampath Jayarathna

IEEE Access, 2022

Toward a Real-Time Index of Pupillary Activity as an Indicator of Cognitive Load.

Gavindya Jayawardena, Yasith Jayawardana, Sampath Jayarathna, Jonas Högström, Thomas Papa, Deepak Akkil, Andrew T. Duchowski, Vsevolod Peysakhovich, Izabela Krejtz, Nina A. Gehrer, Krzysztof Krejtz

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Memento validator: a toolset for memento compliance testing.

Bhanuka Mahanama, Lyudmila Balakireva, Sampath Jayarathna, Michael L. Nelson, Martin Klein

Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022

StreamingHub: interactive stream analysis workflows.

Yasith Jayawardana, Vikas G. Ashok, Sampath Jayarathna

Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022

InSupport: Proxy Interface for Enabling Efficient Non-Visual Interaction with Web Data Records.

Javedul Ferdous, Hae Na Lee, Sampath Jayarathna, Vikas Ashok

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Multidisciplinary Reading Patterns of Digital Documents.

Bhanuka Mahanama, Gavindya Jayawardena, Yasasi Abeysinghe, Vikas Ashok, Sampath Jayarathna

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

2021

Automated Filtering of Eye Movements Using Dynamic AOI in Multiple Granularity Levels.

Gavindya Jayawardena, Sampath Jayarathna

Int. J. Multim. Data Eng. Manag., 2021

fMRI Feature Extraction Model for ADHD Classification Using Convolutional Neural Network.

Senuri De Silva, Sanuwani Dayarathna, Gangani Ariyarathne, Dulani Meedeniya, Sampath Jayarathna

Int. J. E Health Medical Commun., 2021

Computational Decision Support System for ADHD Identification.

Senuri De Silva, Sanuwani Dayarathna, Gangani Ariyarathne, Dulani Meedeniya, Sampath Jayarathna, Anne Michalek

Int. J. Autom. Comput., 2021

Eye Movement and Pupil Measures: A Review.

Bhanuka Mahanama, Yasith Jayawardana, Sundararaman Rengarajan, Gavindya Jayawardena, Leanne Chukoskie, Joseph Snider, Sampath Jayarathna

Frontiers Comput. Sci., 2021

Change Detection and Notification of Web Pages: A Survey.

Vijini Mallawaarachchi, Lakmal Meegahapola, Roshan Madhushanka, Eranga Heshan, Dulani Meedeniya, Sampath Jayarathna

ACM Comput. Surv., 2021

Analyzing Unconstrained Reading Patterns of Digital Documents Using Eye Tracking.

Bhanuka Mahanama, Gavindya Jayawardena, Sampath Jayarathna

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2021

Metadata-driven eye tracking for real-time applications.

Yasith Jayawardana, Gavindya Jayawardena, Andrew T. Duchowski, Sampath Jayarathna

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021

2020

Integration of Facial Thermography in EEG-based Classification of ASD.

Dilantha Haputhanthri, Gunavaran Brihadiswaran, Sahan Gunathilaka, Dulani Meedeniya, Sampath Jayarathna, Mark Jaime, Christopher Harshaw

Int. J. Autom. Comput., 2020

Analyzing the Effect of Reading Patterns using Eye Tracking Measures.

Gavindya Jayawardena, Sampath Jayarathna, Jian Wu

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Streaming Analytics and Workflow Automation for DFS.

Yasith Jayawardana, Sampath Jayarathna

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Automated Filtering of Eye Gaze Metrics from Dynamic Areas of Interest.

Gavindya Jayawardena, Sampath Jayarathna

Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020

ADHD Identification using Convolutional Neural Network with Seed-based Approach for fMRI Data.

Gangani Ariyarathne, Senuri De Silva, Sanuwani Dayarathna, Dulani Meedeniya, Sampath Jayarathna

Proceedings of the 9th International Conference on Software and Computer Applications, 2020

Pilot Study of Audiovisual Speech-In-Noise (SIN) Performance of Young Adults with ADHD.

Gavindya Jayawardena, Anne Michalek, Andrew T. Duchowski, Sampath Jayarathna

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Modeling Updates of Scholarly Webpages Using Archived Data.

Yasith Jayawardana, Alexander C. Nwala, Gavindya Jayawardena, Jian Wu, Sampath Jayarathna, Michael L. Nelson, C. Lee Giles

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Gaze-Net: appearance-based gaze estimation using capsule networks.

Bhanuka Mahanama, Yasith Jayawardana, Sampath Jayarathna

Proceedings of the AH '20: 11th Augmented Human International Conference, 2020

2019

A Survey of Attention Deficit Hyperactivity Disorder Identification Using Psychophysiological Data.

Senuri De Silva, Sanuwani Dayarathna, Gangani Ariyarathne, Dulani Meedeniya, Sampath Jayarathna

Int. J. Online Biomed. Eng., 2019

Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version).

Yasith Jayawardana, Mark Jaime, Sashi Thapaliya, Sampath Jayarathna

CoRR, 2019

Eye Gaze Metrics and Analysis of AOI for Indexing Working Memory towards Predicting ADHD.

Gavindya Jayawardena, Anne Michalek, Sampath Jayarathna

CoRR, 2019

Change Detection and Notification of Webpages: A Survey.

Vijini Mallawaarachchi, Lakmal Meegahapola, Roshan Alwis, Eranga Nimalarathna, Dulani Meedeniya, Sampath Jayarathna

CoRR, 2019

DFS: A Dataset File System for Data Discovering Users.

Yasith Jayawardana, Sampath Jayarathna

Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

A Sentiment Classification in Bengali and Machine Translated English Corpus.

Salim Sazzed, Sampath Jayarathna

Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019

Eye Tracking Area of Interest in the Context of Working Memory Capacity Tasks.

Gavindya Jayawardena, Anne Michalek, Sampath Jayarathna

Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019

Analysis of Temporal Relationships between ASD and Brain Activity through EEG and Machine Learning.

Yasith Jayawardana, Mark Jaime, Sampath Jayarathna

Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019

Technological Advancements in Post-Traumatic Stress Disorder Detection: A Survey.

Bathsheba Farrow, Sampath Jayarathna

Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019

2018

Introduction to the 2017 Joint Conference on Digital Libraries Doctoral Consortium Issue.

Jiangping Chen, J. Stephen Downie, Sampath Jayarathna

Bull. IEEE Tech. Comm. Digit. Libr., 2018

Evaluating Saccade-Bounded Eye Movement Features for the User Modeling.

Sampath Jayarathna, Sobiga Shanmugathasan

Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

JCDL 2018 Doctoral Consortium.

J. Stephen Downie, Oksana L. Zavalina, Sampath Jayarathna

Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

Oculomotor Plant Feature Extraction from Human Saccadic Eye Movements.

Sobiga Shanmugathasan, Sampath Jayarathna

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Automated Playlist Generation from Personal Music Libraries.

Diana Lin, Sampath Jayarathna

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Modeling CDC Data for Real Time Feature Estimation.

Tannaz Rezaei Damavandi, Sampath Jayarathna, Yu Sun

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Random Forest Classifier based Scheduler Optimization for Search Engine Web Crawlers.

Lakmal Meegahapola, Vijini Mallawaarachchi, Roshan Alwis, Eranga Nimalarathna, Dulani Meedeniya, Sampath Jayarathna

Proceedings of the 7th International Conference on Software and Computer Applications, 2018

Evaluating the EEG and Eye Movements for Autism Spectrum Disorder.

Sashi Thapaliya, Sampath Jayarathna, Mark Jaime

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Optimizing change detection in distributed digital collections: An architectural perspective of change detection.

Lakmal Meegahapola, Roshan Alwis, Eranga Nimalarathna, Vijini Mallawaarachchi, Dulani Meedeniya, Sampath Jayarathna

Proceedings of the 18th IEEE/ACIS International Conference on Software Engineering, 2017

Analysis and Modeling of Unified User Interest.

Sampath Jayarathna, Frank Shipman

Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

2016

Analyzing the Perceptions of Change in a Distributed Collection of Web Documents.

Luis Meneses, Sampath Jayarathna, Richard Furuta, Frank Shipman

Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

Rationale and Architecture for Incorporating Human Oculomotor Plant Features in User Interest Modeling.

Sampath Jayarathna, Frank Shipman

Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, 2016

Change detection and classification of digital collections.

Sampath Jayarathna, Faryaneh Poursardar

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Grading Degradation in an Institutionally Managed Repository.

Luis Meneses, Sampath Jayarathna, Richard Furuta, Frank Shipman

Bull. IEEE Tech. Comm. Digit. Libr., 2015

Unifying Implicit and Explicit Feedback for Multi-Application User Interest Modeling.

Sampath Jayarathna

Bull. IEEE Tech. Comm. Digit. Libr., 2015

Unified Relevance Feedback for Multi-Application User Interest Modeling.

Sampath Jayarathna, Atish Patra, Frank Shipman

Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015

2014

IPM-G: Enabling Collaborative Filtering Using Multi-Application Interest Models.

Zhurong Zhou, Sampath Jayarathna, Atish Patra, Frank M. Shipman III

Proceedings of the 2014 10th International Conference on Semantics, 2014

2013

2D Linear oculomotor plant mathematical model: Verification and biometric applications.

Oleg Komogortsev, Corey Holland, Sampath Jayarathna, Alex Karpov

ACM Trans. Appl. Percept., 2013

Mining user interest from search tasks and annotations.

Sampath Jayarathna, Atish Patra, Frank Shipman

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2010

Standardization of Automated Analyses of Oculomotor Fixation and Saccadic Behaviors.

Oleg V. Komogortsev, Denise V. Gobert, Sampath Jayarathna, Do Hyong Koh, Sandeep A. Munikrishne Gowda

IEEE Trans. Biomed. Eng., 2010

Qualitative and quantitative scoring and evaluation of the eye movement classification algorithms.

Oleg V. Komogortsev, Sampath Jayarathna, Do Hyong Koh, Sandeep A. Munikrishne Gowda

Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, 2010

Biometric identification via an oculomotor plant mathematical model.

Oleg V. Komogortsev, Sampath Jayarathna, Cecilia R. Aragon, Mahmoud Mechehoul

Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, 2010