Dr. JEREESH A S
Assistant Professor
Department of Computer Science
Cochin University of Science and Technology
Kochi - 682022,
Kerala, India
JOURNAL PUBLICATIONS (RECENT) [TOTAL PUBLICATIONS : 8]
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Blood-based gene-expression biomarkers identification for the non-invasive diagnosis of Parkinson’s disease using two-layer hybrid feature selection, Gene, Elsevier Vol. 823, 2022
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A deep learning ensemble approach to prioritize antiviral drugs against novel corona virus SARS-CoV-2 for COVID-19 drug re-purposing, Applied Soft Computing, Elsevier Vol. 113, 2021
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An Ensemble Approach Based on Multi-Source Information to Predict Drug-MiRNA Associations via Convolutional Neural Networks, IEEE Access, IEEE Vol. 9, 2021
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An ensemble approach for CircRNA-disease association prediction based on autoencoder and deep neural network, Gene, Elsevier Vol. 762, 2020
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Inferring Potential CircRNA–Disease Associations via Deep Autoencoder-Based Classification, Molecular Diagnosis & Therapy, Springer 2020
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Drug repositioning based on the target microRNAs using bilateral-inductive matrix completion, Molecular Genetics and Genomics, Springer Vol. 295, 2020
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Immuno-hybrid algorithm: a novel hybrid approach for GRN reconstruction, 3 Biotech, Springer Berlin Heidelberg Vol. 6, 2016
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Cervical cancer detection through automatic segmentation and classification of Pap smear cells, International Journal of Applied Engineering Research (IJAER), Research India publications Vol. 10, 2015
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CONFERENCE PUBLICATIONS (RECENT) [TOTAL PUBLICATIONS : 10]
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An Ensemble Feature Selection Framework for the Early Non-invasive Prediction of Parkinson’s Disease from Imbalanced Microarray Data, Communications in Computer and Information Science book series, International Conference on Advances in Computing and Data Sciences, Vol. 1614 , 0, 2022
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Blood-Based DNA Methylation Marker Identification for Parkinson’s Disease Prediction, International Conference on Innovative Computing and Communications, Advances in Intelligent Systems and Computing book series, Vol. 1388 , 0, 2021
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Drug Repositioning Based on Heterogeneous Network Inference, Advances in Intelligent Systems and Computing, International Conference on Innovative Computing and Communications, Vol. 1165 , 0, 2020
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Automatic nerve segmentation of ultrasound images, IEEE International conference of Electronics, Communication and Aerospace Technology (ICECA), 2017
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Associated subgraph mining in biological network, IEEE International conference of Electronics, Communication and Aerospace Technology (ICECA), 2017
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Gene regulatory network inference: A semi-supervised approach, IEEE International conference of Electronics, Communication and Aerospace Technology (ICECA), 2017
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Off-target possibility of efficient siRNA using String matching, IEEE International Conference on Circuit ,Power and Computing Technologies (ICCPCT), 2017
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Identifying predominant clinical and genomic features for glioblastoma multiforme using sequential backward selection, IEEE International Conference on Circuit ,Power and Computing Technologies (ICCPCT), 2017
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Software tools for simulation and realization of underwater networks, IEEE International Conference on Communication and Signal Processing (ICCSP), 2017, 2017
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Automated cervical cancer detection through RGVF segmentation and SVM classification, IEEE International Conference on Computing and Network Communications (CoCoNet), 2015
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RESEARCH PROJECTS
PATENT
