2023

• Lekshmy P. Chandran, Abdul Nazeer K.A., Niyas Puzhakkal, Dinesh Makuny,MemU-Net: A new volumetric dose prediction model using deep learning techniques in radiation treatment planning, Biomedical Signal Processing and Control, Volume 85, 2023, 104940, ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2023.104940 (https://www.sciencedirect.com/science/article/pii/S1746809423003737)

• Chandran LP, Kochannan Parampil Abdul Rahiman AN, Puzhakkal N, Makuni D. 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. https://doi.org/10.1002/ima.22939

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

2022

• 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)

2020​​​​​​​

• Jeena, K, AbdulNazeer KA.  2020.  An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies. Information Processing & Management 57 (6), 102362.

2019

• 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.  2019.  Multi-network approach to identify differentially methylated gene communities in cancer. Gene. 697:227-237.

2018

• 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

• 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

• 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

2013

• 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

2011

• 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.

2010

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

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.

2023

• Aparna V, Hridika K. V., Pooja S. Nair, Lekshmy P. Chandran, Abdul Nazeer K. A., "Automating dose prediction in Radiation treatment planning using Self attention base generative adversarial network", Presented In 4th Congress on Intelligent Systems (CIS 2023).

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

• Jha, Sakshi, Neelima Sajeev, Aarthi Rajesh Marchetti, Lekshmy P. Chandran, and KA Abdul Nazeer. "Performance Evaluation of Deep Learning Architectures for Predicting 3D Dose Distributions in Automatic Radiotherapy Treatment Planning." In 2022 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES), pp. 160-166. IEEE, 2022.

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

• Kumar, A., Lekshmy, P.C., Puzhakkal, N. and Abdul Nazeer, K.A., 2021. Deep Learning Technique for Predicting Optimal ‘Organ at Risk’Dose Distribution for Brain Tumor Patients. In Congress on Intelligent Systems: Proceedings of CIS 2020, Volume 2 (pp. 575-583). Springer Singapore.

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

• 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

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

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

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

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

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, 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

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.  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

• 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 

DBLP LINK

Google Scholar Link

Honoured by the Institute on its 63rd Foundation Day (1st September 2023), for completing 25 years of service at NIT Calicut.