Publications

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2022
Jha, S, Sajeev N, Marchetti AR, Chandran LP, A ANK.  2022.  Performance Evaluation of Deep Learning Architectures for Predicting 3D Dose Distributions in Automatic Radiotherapy Treatment Planning, 2022. 2022 International Conference on Computational Intelligence and Sustainable Engineering Solutions (IEEE). , Noida, India
2021
Anjusha, IT, Saleena N, AbdulNazeer KA.  2021.  Using protein interactome similarity to improve random walk with restart model for drug repurposing, March 2021. 7th International Conference on Mathematics and Computing ICMC 2021. , IIEST Shibpur, India
Jeena, K, AbdulNazeer KA.  2021.  Recognizing semantic relation in sentence pairs using Tree-RNNs and Typed dependencies, June 2021. IEEE International Conference on Information Science and Technology (ICIST). , Morocco
2020
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
Jeena, K, AbdulNazeer KA.  2020.  An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies. Information Processing & Management 57 (6), 102362.
2019
Jasila, EK, Saleena N, AbdulNazeer KA.  2019.  Ontology Based Document Clustering - An Efficient Hybrid Approach, Dec 13, 2019. IEEE 9th International Advance Computing Conference (IACC). , Tiruchirappalli
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.
Maheswari, K, Jeena KK, AbdulNazeer KA.  2019.  Identifying synonyms in bigram phrases using Compositional DSM and Artificial Neural Network. Int. Conf. on Computing, Power and Communication Technologies (GUCON). , Noida, India
Visakh, R, AbdulNazeer KA.  2019.  Multi-network approach to identify differentially methylated gene communities in cancer. Gene. 697:227-237.
2018
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
Ankita, Nazeer KAA.  2018.  Part-of-speech Tagging and Named EntityRecognition Using Improved Hidden Markov Model and Bloom Filter, September 2018. International Conference on Computing, Power and Communication Technologies (GUCON) . , Noida, India
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.
2017
Anitha, MA, Nazeer AKA.  2017.  Improved Parallel Clustering with Optimal Initial Centroids, March 2017. International Conference on Recent Advances in Electronics and Communication Technology. , Bangalore, India
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.
2016
Ansu, F, AbdulNazeer KA.  2016.  Literature Search Tool for the Extraction of Disease Associated Genes using Frequent Itemset Mining, December 2016. International Conference on Computing, Analytics and Security Trends (CAST 2016). , Pune, India
Sithara, EP, AbdulNazeer KA.  2016.  A Hybrid K - H armonic Means with ABC Clustering Algorithm using an Optimal k value for High Performance Clustering. International Conference on Computing and Communication. , Kothamangalam
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.
2015
Abin, JG, Gopakumar G, Pradhan M, AbdulNazeer KA, Palakal M.  2015.  A Self Organizing Map-Harmony Search Hybrid Algorithm for Clustering Biological Data. IEEE International Conference on Signal Processing, Informatics, Control and Energy Systems. , Calicut, India.
Nimish, J, Gopakumar G, Meeta P, AbdulNazeer KA, Palakal M.  2015.  Understanding SNP-Gene Associations in Pancreatic Cancer: A Systems Biology Approach. IEEE International Conference on Signal Processing, Informatics, Control and Energy Systems. , Calicut, India.
2014
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
Christina, J, AbdulNazeer KA.  2014.  An Improved ICPACA based K-means algorithm with self determined centroids. International Conference on Data Science and Engineering (ICDSE). , CUSAT, Kochi
Sreekala, S, AbdulNazeer KA.  2014.  A Literature Search Tool for Identifying Disease-associated Genes using Hidden Markov Model. International Conference on Computational Systems and Communications (ICCSC). , Trivandrum
Arunanand, TA, AbdulNazeer KA.  2014.  A Nature-inspired Hybrid Fuzzy C-Means Algorithm for Better Clustering of Biological Data Sets. International Conference on Data Science and Engineering (ICDSE). , CUSAT, Kochi
2013
Muhammad, S, AbdulNazeer KA.  2013.  An Improv ed Method for Extracting Acronym-Definition Pairs From Biomedical Literature. International Conference on Control, Communication and Computing. , Trivandrum
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