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- surveyOctober 2024JUST ACCEPTED
Co-clustering: a Survey of the Main Methods, Recent Trends and Open Problems
Since its early formulations, co-clustering has gained popularity and interest both within and outside the machine learning community as a powerful learning paradigm for clustering high-dimensional data with good explainability properties. The ...
- ArticleSeptember 2024
A Review of Image Thinning Algorithms
Computer Information Systems and Industrial ManagementPages 3–16https://doi.org/10.1007/978-3-031-71115-2_1AbstractIn this paper, we have presented insights into various image thinning algorithms. We have provided explanations and pseudocode for chosen thinning methods. We have presented state of the art and various techniques currently used in image thinning. ...
- short-paperJuly 2024
Self-Referential Review: Exploring the Impact of Self-Reference Effect in Review
SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2624–2628https://doi.org/10.1145/3626772.3657969The self-reference effect is a psychological phenomenon where information relating to oneself is processed more deeply and remembered more effectively than other information. We propose "self-referential reviews," crafted by merging personal information ...
- short-paperJuly 2024
Collaborate and Listen: International Research Collaboration at Learning @ Scale
L@S '24: Proceedings of the Eleventh ACM Conference on Learning @ ScalePages 250–254https://doi.org/10.1145/3657604.3664670International research collaboration (IRC) leads to stronger, more visible research, and it allows researchers to account for global perspectives in their work. This is particularly important in Learning @ Scale research, as "scale" often implies ...
- research-articleJune 2024
A review of visual strategies in pictorials
C&C '24: Proceedings of the 16th Conference on Creativity & CognitionPages 211–228https://doi.org/10.1145/3635636.3656212This pictorial review illustrates an array of visual strategies employed in 271 pictorials published in DIS, C&C, and TEI conferences between 2014 and 2023. Based on a thematic analysis the pictorial review presents the visual strategies under seven ...
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- research-articleMay 2024
40 Years of Eye Typing: Challenges, Gaps, and Emergent Strategies
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue ETRAArticle No.: 222, Pages 1–19https://doi.org/10.1145/3655596Gaze interaction enables users to communicate through eye tracking, and is often the only channel of effective and efficient communication for individuals with severe motor disabilities. While there has been significant research and development of eye ...
- review-articleMay 2024
Integrating Biofeedback and Artificial Intelligence into eXtended Reality Training Scenarios: A Systematic Literature Review
- Karen L. Blackmore,
- Shamus P. Smith,
- Jacqueline D. Bailey,
- Benjamin Krynski,
- Agnessa Spanellis,
- J. Tuomas Harviainen,
- Daniel Ferńandez Galeote,
- Mattia Thibault
Simulation and Gaming (SIMG), Volume 55, Issue 3Pages 445–478https://doi.org/10.1177/10468781241236688BackgroundThe addition of biofeedback and artificial intelligence (AI) in simulation training and serious games has shown promising results in improving the effectiveness of training and can lead to increased engagement, motivation, and retention of ...
Born to Run, Programmed to Play: Mapping the Extended Reality Exergames Landscape
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 309, Pages 1–28https://doi.org/10.1145/3613904.3642124Many people struggle to exercise regularly, raising the risk of serious health-related issues. Extended reality (XR) exergames address these hurdles by combining physical exercises with enjoyable, immersive gameplay. While a growing body of research ...
- surveyApril 2024
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
ACM Computing Surveys (CSUR), Volume 56, Issue 9Article No.: 217, Pages 1–45https://doi.org/10.1145/3649448Time Series Classification and Extrinsic Regression are important and challenging machine learning tasks. Deep learning has revolutionized natural language processing and computer vision and holds great promise in other fields such as time series analysis ...
- short-paperMarch 2024
Social Robots in Hospital Settings: An Initial Exploration of the Services Provided, Interaction Style and in the Field Evaluation
HRI '24: Companion of the 2024 ACM/IEEE International Conference on Human-Robot InteractionPages 483–487https://doi.org/10.1145/3610978.3640714There is interest in using social robots in hospitals but little understanding of how they engage with users to fulfil their roles. Research in the field helps understand how HRI may occur naturally. We conducted a scoping review of literature on social ...
- research-articleFebruary 2024Honorable Mention
Mediating the Sacred: Configuring a Design Space for Religious and Spiritual Tangible Interactive Artifacts
TEI '24: Proceedings of the Eighteenth International Conference on Tangible, Embedded, and Embodied InteractionArticle No.: 5, Pages 1–22https://doi.org/10.1145/3623509.3633353Tangible artifacts and embodied experiences are central to religious and spiritual (R/S) practices, and many HCI researchers and interaction designers highlight the importance of materiality and physicality in design. In this review paper, we bring ...
- research-articleJuly 2024
Building bridges to digital inclusion: implications for curriculum development of digital literacy training programs
International Journal of Technology Enhanced Learning (IJTEL), Volume 16, Issue 3Pages 282–296https://doi.org/10.1504/ijtel.2024.139706This paper presents a comprehensive literature review that explores the incorporation of digital literacy skills in digital literacy training program (DLTP) curricula targeting marginalised populations. Utilising UNESCO's digital literacy framework for ...
- research-articleJanuary 2024
How does entrepreneurship education promote creativity and innovation?
International Journal of Technology Enhanced Learning (IJTEL), Volume 16, Issue 1Pages 49–73https://doi.org/10.1504/ijtel.2024.135431The aim of this paper is to synthesise the literature on how entrepreneurship education fosters creativity and innovation in entrepreneurs. Entrepreneurship education (EE) has long been a priority for higher education institutions around the world, as it ...
- research-articleDecember 2023
Model Review: A PROMISEing Opportunity
PROMISE 2023: Proceedings of the 19th International Conference on Predictive Models and Data Analytics in Software EngineeringPages 64–68https://doi.org/10.1145/3617555.3617876To make models more understandable and correctable, I propose that the PROMISE community pivots to the problem of model review. Over the years, there have been many reports that very simple mod- els can perform exceptionally well. Yet, where are the ...
- research-articleMarch 2024
Solving Fundamental and Applied Problems of Digital Image Processing at the Institute of Automation and Electrometry and Other Scientific Schools of the Siberian Branch of the Russian Academy of Sciences
Pattern Recognition and Image Analysis (SPPRIA), Volume 33, Issue 4Pages 1260–1268https://doi.org/10.1134/S1054661823040363AbstractThe most important results obtained in recent years by the research institutes of the Siberian Branch of the Russian Academy of Sciences in the field of development of mathematical methods and the construction of effective information and ...
- research-articleDecember 2023
A meta-analysis on learning from 360° video
AbstractLearners are increasingly experiencing 360° videos across educational environments, including within spherical video virtual reality (SVVR) environments. Although 360° videos may offer an immersive experience, it is not yet clear if ...
Highlights- Spherical video virtual reality (SVVR) and 360° video are growing in popularity
- short-paperFebruary 2024
On the use of Event-Related Potentials as evaluation tools for the results of Speech-Language Therapy in patients with post-stroke aphasia: literature review
PCI '23: Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and InformaticsPages 136–140https://doi.org/10.1145/3635059.3635080The present study investigates the use and effectiveness of Event-Related Potentials (ERPs) as an evaluation tool for changes at the neurophysiological level in post-stroke aphasic patients' abilities resulting from Speech-Language Therapy (SLT). A ...
- surveyNovember 2023
Defect Categorization in Compilers: A Multi-vocal Literature Review
ACM Computing Surveys (CSUR), Volume 56, Issue 4Article No.: 104, Pages 1–42https://doi.org/10.1145/3626313Context: Compilers are the fundamental tools for software development. Thus, compiler defects can disrupt development productivity and propagate errors into developer-written software source code. Categorizing defects in compilers can inform practitioners ...
- ArticleMarch 2024
Overview of Social Engineering Protection and Prevention Methods
Computer Security. ESORICS 2023 International WorkshopsPages 64–83https://doi.org/10.1007/978-3-031-54204-6_4AbstractRecently, with the increasing use of social networks, services, and computers in general plus the enhanced capabilities of remote working, especially during quarantine periods due to Covid-19, social engineering attacks are a growing phenomenon. ...
- ArticleOctober 2023
Occluded Face In-painting Using Generative Adversarial Networks—A Review
AbstractFace image de-occlusion and inpainting is a challenging problem in computer vision with several practical uses and is employed in many image preprocessing applications. The impressive results achieved by generative adversarial networks in image ...