Publications

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Journal Article
Chandran, LP, Nazeer KPARA, Niyas P, Dinesh M.  2023.   A 3D U‐Net based two stage deep learning framework for predicting dose distributions in radiation treatment planning . International Journal of Imaging Systems and Technology.
Jasila, EK, Saleena N, Nazeer AKA.  2023.   An Efficient Document Clustering Approach for Devising Semantic Clusters . Cybernetics and Systems. 1(18)
Shabana, KM, Nazeer AKA, Pradhan M, Palakal M.  2015.  A computational method for drug repositioning using publicly available gene expression data. BMC Bioinformatics. 16 (Suppl 17): S5Website
P. Shamna, V.K. Govindan, ANKA.  2018.  Content-based medical image retrieval by spatial matching of visual words. Elsevier Journal of King Saud University –Computer and Information Sciences. (In Press)
Visakh, R, AbdulNazeer KA.  2018.  DEEPAligner: Deep encoding of pathways to align epigenetic signatures. Elsevier International Journal of Computational Biology and Chemistry. 72:87-95.
Nidheesh, N, Nazeer A, Ameer PM.  2017.  An enhanced deterministic K-Means clustering algorithm for cancer subtype prediction from gene expression data. Elsevier International Journal of Computers in Biology and Medicine. 91:213-221.
AbdulNazeer, KA, Rafeeque PC, MPSebastian.  2008.  An Enhanced Method for Mining Acronym-Definition Pairs from Bioinformatics Literature. International Journal of Information Processing. 2(2):98-105.
Jeena, K, AbdulNazeer KA.  2020.  An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies. Information Processing & Management 57 (6), 102362.
AbdulNazeer, KA, MPSebastian, MadhuKumar SD.  2011.  A Heuristic K-Means Algorithm with Better Accuracy and Efficiency for Clustering Health Informatics Data. International Journal of Medical Imaging and Health Informatics. 1(1):66-71.
Nidheesh, N, AbdulNazeer KA, Ameer PM.  2019.  A Hierarchical Clustering algorithm based on Silhouette Index for cancer subtype discovery from genomic data. Neural Computing and Application, Springer.. ISSN 0941-0643:1-18.
Visakh, R, AbdulNazeer KA.  2016.  Identifying Epigenetically Dysregulated Pathways from Pathway-Pathway Interaction networks. Elsevier International Journal of Computers in Biology and Medicine. 76:160-167.
Abinas, V, Abhinav U, Haneem EM, Vishnusankar A, AbdulNazeer KA.  2024.  Integration of autoencoder and graph convolutional network for predicting breast cancer drug response. Journal of Bioinformatics and Computational Biology, World Scientific.
Chandran, LP, K.A AN, Puzhakkal N, Makuny D.  2023.  MemU-Net: A new volumetric dose prediction model using deep learning techniques in radiation treatment planning. Biomedical Signal Processing and Control. 85
Visakh, R, AbdulNazeer KA.  2019.  Multi-network approach to identify differentially methylated gene communities in cancer. Gene. 697:227-237.
Das, P, Nazeer AKA.  2018.  A novel clustering method to identify cell types from single cell transcriptional profiles. Procedia Computer Science. 132:983-992.
AbdulNazeer, KA, MPSebastian, MadhuKumar SD.  2013.  A Novel Harmony Search-K means Hybrid Algorithm for Clustering Gene Expression Data. Bioinformation. 9(2):84-88.Website
C, MK, Nazeer AKA.  2022.  Repurposing Ayush-64 for COVID-19: A Computational Study Based on Network Pharmacology and Molecular Docking. Combinatorial Chemistry and High Throughput Screening. 25(12)
Jasila, EK, Saleena N, Nazeer KAA.  2024.  The SciSpacy term extraction and SNOMED CT Synonymy elimination from Clinical data for Clustering: A Novel Study. Communications in Mathematics and Applications.
Conference Paper
Kaur, J, Nazeer KAA.  2018.  An improved Clustering Algorithm based onFuzzy C-means and Artificial Bee Colony Optimization, September 2018. International Conference on Computing, Power and Communication Technologies (GUCON) . , Noida, India
Anu, B, Nazeer KAA.  2018.  An Improved Clustering Algorithm Based onk-Means and Artificial Bee ColonyOptimization for Datasets that Contain Outliers, September 2018. 2018 International Conference on Computing, Power and Communication Technologies (GUCON) . , Noida, India
Lavanya, S, Nazeer KAA.  2018.  An Improved Computational Linguistic Approachfor Fine-Grained Sentiment Analysis of TextualReviews, September 2018. 2018 International Conference on Computing, Power and Communication Technologies (GUCON) . , Noida, India
Rakshmy, CS, AbdulNazeer KA, Chandra SSV.  2012.  Bio-M: Data Mining on HCV Genotype 1 Core Sequences. International Conference on Data Science and Engineering. , Cochin
Preeja, V, AbdulNazeer KA, Chandra SSV.  2012.  Common Structural Motif Identification in Genomic Sequences. International Conference on Data Science and Engineering. , Cochin
Mahija, KC, Kadol S, AbdulNazeer KA.  2020.  Computational Investigation of Arjunarishta Formulation using Module-Network Analysis. 2020 Advanced Computing and Communication Technologies for High Performance Applications. , Kerala, India
Shabana, KM, AbdulNazeer KA.  2014.  A Computational Method for Drug Repositioning using Publicly Available Gene Expression Data. 4th IEEE International Conference on Computational Advances in Bio and Medical Sciences (ICCABS-2014). , Florida, USA