Publications

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2024
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.
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.
2023
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)
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
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
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.