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- research-articleJune 2020
Towards Real-time Webpage Relevance Prediction UsingConvex Hull Based Eye-tracking Features
ETRA '20 Adjunct: ACM Symposium on Eye Tracking Research and ApplicationsArticle No.: 28, Pages 1–10https://doi.org/10.1145/3379157.3391302Browsing the web for finding answers to questions has become pervasive in our everyday lives. When users search the web to satisfy their information-needs, their on-screen eye movements can serve as a source of implicit relevance feedback. We analyze ...
- research-articleMarch 2020
Relevance Prediction from Eye-movements Using Semi-interpretable Convolutional Neural Networks
CHIIR '20: Proceedings of the 2020 Conference on Human Information Interaction and RetrievalPages 223–233https://doi.org/10.1145/3343413.3377960We propose an image-classification method to predict the perceived-relevance of text documents from eye-movements. An eye-tracking study was conducted where participants read short news articles, and rated them as relevant or irrelevant for answering a ...
- ArticleDecember 2019
Survival Analysis with the Integration of RNA-Seq and Clinical Data to Identify Breast Cancer Subtype Specific Genes
- Indrajit Saha,
- Somnath Rakshit,
- Michal Denkiewicz,
- Jnanendra Prasad Sarkar,
- Debasree Maity,
- Ujjwal Maulik,
- Dariusz Plewczynski
Pattern Recognition and Machine IntelligencePages 139–146https://doi.org/10.1007/978-3-030-34872-4_16AbstractBreast cancer is one of the most widespread forms of cancer that affects a significant portion of the female population today. Its early detection and subsequent treatment can be life saving. However, it is difficult clinically and computationally ...
- research-articleSeptember 2019
Genome-wide analysis of multi-view data of miRNA-seq to identify miRNA biomarkers for stomach cancer
Journal of Biomedical Informatics (JOBI), Volume 97, Issue Chttps://doi.org/10.1016/j.jbi.2019.103254Graphical abstractDisplay Omitted
Highlights- Despite advancements, early detection of stomach cancer is still a problem.
- A ...
Stomach cancer is one of the leading causes of cancer-related deaths worldwide. More than 80% diagnosis of this cancer occur at later stages leading to low 5-year survival rate. This emphasizes the need to have better prognostic ...
- research-articleJuly 2019
A new evolutionary rough fuzzy integrated machine learning technique for microRNA selection using next-generation sequencing data of breast cancer
- Jnanendra Prasad Sarkar,
- Indrajit Saha,
- Somnath Rakshit,
- Monalisa Pal,
- Michal Wlasnowolski,
- Anasua Sarkar,
- Ujjwal Maulik,
- Dariusz Plewczynski
GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference CompanionPages 1846–1854https://doi.org/10.1145/3319619.3326836MicroRNAs (miRNA) play an important role in various biological process by regulating gene expression. Their abnormal expression may lead to cancer. Therefore, analysis of such data may discover potential biological insight for cancer diagnosis. In this ...
