Dr. Abdul Nazeer K. A.
Dr. Abdul Nazeer K. A.

Professor

Office Address:

Room No. 203 C, CSE Block, Dept. of Computer Science and Engineering, N I T Calicut, N I T Campus (P O), Kozhikode-673601, Kerala, India.

Contact no:

+91-495-2286818

Home Address:

CP 5/500, 'SAFANA', Thazhe Kattangal, N I T Campus (P O), Kozhikode-673601

  • Ph. D in Computer Science and Engineering from NIT Calicut (Thesis Title: Improved Clustering Algorithms for Bioinformatics Data Analysis)

  • M.Tech (Computer Science and Engineering) from IIT Madras

  • B.Tech (Computer Science and Engineering) from TKM College of Engineering, Kollam, University of Kerala

  • Educational Qualifications

    • Ph. D in Computer Science and Engineering from NIT Calicut (Thesis Title: Improved Clustering Algorithms for Bioinformatics Data Analysis)

    • M.Tech (Computer Science and Engineering) from IIT Madras

    • B.Tech (Computer Science and Engineering) from TKM College of Engineering, Kollam, University of Kerala

    Journals

    2023

    E K Jasila, N Saleena, K A Abdul Nazeer, An Efficient Document Clustering Approach for Devising Semantic Clusters, Cybernetics and Systems, 1-18.

    2022

    A Vishnusankar, A Unniyattil, EM Haneem, V Abinas, KAA Nazeer, 'Deep neural network aided multi-omics drug response prediction for breast cancer', 2022 IEEE 19th India Council International Conference (INDICON)

    A Joshy, GC Kasyap, PD Reddy, IT Anjusha, KAA Nazeer, 'Drug Target Interaction Prediction using Graph Convolution based Neural Fingerprinting', 2022 IEEE 19th India Council International Conference (INDICON)

    IT Anjusha, N Saleena, K Abdul Nazeer, 'Using Protein Interactome Similarity to Improve Random Walk with Restart Model for Drug Repurposing', Proceedings of the Seventh International Conference on Mathematics and Computing

    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

    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)

    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

    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

    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

    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.

    Das, P, Nazeer AKA.  2018.  A novel clustering method to identify cell types from single cell transcriptional profiles. Procedia Computer Science. 132:983-992.

    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

    Siyad, M, Visakh R, Nazeer A.  2017.  Disease Prediction using Optimal Feature Selection from Epigenetic Data, April 2017. International Conference on Innovations in Power and Advanced Computing Technologies [i-PACT2017]. , Vellore, 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

    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

    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

    2012

    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

    2011

    AbdulNazeer, KA, MadhuKumar SD, MPSebastian.  2011.  Enhancing the K-Means Clustering Algorithm by using a O(n logn) Heuristic Method for Finding Better Initial Centroids. International Conference on Emerging Applications of Information Technology- EAIT 2011. , Kolkata, India

    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.

    AbdulNazeer, KA, Lakshmi CP.  2011.  An Improved Clustering Algorithm based on K-Means and Harmony Search Optimization. International Conference on Recent Advances in Intelligent Computational Systems. , Thiruvananthapuram, India

    2010

    AbdulNazeer, KA, MPSebastian.  2010.  Clustering Biological Data Using Enhanced K-Means Algorithm. Electronic Engineering and Computing Technology. : Springer

    2009

    AbdulNazeer, KA, MPSebastian.  2009.  Improving the Accuracy and Efficiency of the k-means Clustering Algorithm. International Conference on Data Mining and Knowledge Engineering, World Congress on Engineering. , Lodon, UK

    2008

    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.

    AbdulNazeer, KA, Rafeeque PC.  2008.  Text Mining for Finding Acronym-Definition Pairs from Biomedical Text using Pattern Matching Method with Space Reduction Heuristics. International Conference on Advanced Computing and Communication. , IIT Guwahati

    2005

    AbdulNazeer, KA, Haleem PPA.  2005.  Standardization of Unstructured Textual Data into Semantic Web Format. Indian International Conference on Artificial Intelligence. , Pune, India

    Professional Experience

    • Chairman, Centre for Public Relations, Information and Media Exchange (C-PRIME) [From March 2022 till date]

    • Chairman, UG Admissions, NIT Calicut (March 2017 to May 2020)

    • Head of the Department of Computer Science and Engineering, National Institute of Technology Calicut (21st July 2014 - 10th August 2016)

    • Associate Dean (Academic), NIT Calicut - March 2013 to July 2014

    • Lecturer / Assistant Professor / Associate Professor, Dept. of Computer Science and Engineering, REC Calicut / NIT Calicut (August 1998 onwards till date)

    • Lecturer in Computer Science and Engineering, TKM College of Engineering, Kollam, University of Kerala (November 1993 - August 1998)

    • Lecturer in Computer Science and Engineering, Anjuman Engineering College, Bhatkal, Karnataka University (August 1992 - October 1993)

    • Lecturer cum Programmer, Lal Bahadur Shastri Centre for Science and Technology, Regional Unit, Calicut (November 1991 - August 1992)

    • Bioinformatics

    • Data Mining

    • Database Management Systems

    • Artificial Intelligence

    Laboratories Established

    1. Machine Learning Laboratory

    2. Big Data and Biocomputing Laboratory (http://bdbl.nitc.ac.in/)

    Courses Introduced

    Bioinformatics (PG / Ph.D Level)

    Natural Language Processing (Both UG and PG Level)

    Courses Handled

     

    UG

    • Foundations of Computing

    • Computer Organization

    • Logic Design

    • Discrete Computational Structures

    • Operating Systems

    • Database Management Systems

    • Data Structures and Algorithms

    • Computational Intelligence

    • Natural Language Processing

    PG

    • Natural Language Processing

    • Database Design

    • Bioinformatics