International/National Conferences 

Papers Presented 

1. Customized Datamining and Part of Travelogue Tagging of Malayalam Texts for a Recommender Model, International Conference on “Innovations and Recent Trends in Computer Science”, 25   March 2022. St. Martin’s Engineering College, Telungana.

2. Collaborative Travel Recommender Model Based on Malayalam Travel Reviews, 3^rd International conference on Artificial Intelligence and Speech Technology AIST2021, 12-13 November 2021, IGDTW Delhi, Conference Proceeding published in Book series of Springer.

3. Online Malayalam Script Assortment and Pre-processing for Buildings Recommender Systems, 5th International conference on smart computing and informatics (SCI-2021), 17- 18th September, 2021, publishing in association with Springer. 
4. Natural Language Processing for Malayalam Text and its Authenticity, International Conference on Emerging Trends in Signal Processing, 24-26 September 2021, GEC Calicut. Proceedings published in SSRN of Elsevier.

5. Qualitative Prediction and Recognition’s of Ongoing Human Action Sequences Using Deep Neural Networks 3rd International Conference on Intelligent Sustainable Systems ICISS2020, 3-5 December 2020. Publication Partner - IEEE 

6. A Hybrid Cardiovascular Disease Prediction System Using Machine Learning Algorithms, 2nd International Conference on Artificial Intelligence and Speech Technology, IGDTUW Delhi, 20 November 2020.  Publication Partner - Taylor and Francis. 
7. Smart Device Controlling through Voice Commands given in Malayalam Language, MESMAC International Conference at MES College, Mampad, 17 January 2019. 

8. Domain specific Data Compression Algorithms in Rainbow Technology, National Conference on Advances in Computing, Communication and Application ACCA’13 on 20,21. November 2013. 

9. Impact of Rainbow Technology on high density storage, National seminar on Inculcation of Research Culture for Quality Enhancement, Vimala College Trissur, 25-26 November  2010. 

International Publications & Book Chapters

2024

1. An Ensembled Travel Recommender Model Using Autoencoder and Machine Learning Algorithms, Muneer V.K, , Artificial Intelligence and Speech Technology. Communications in Computer and Information Science, vol 2268. Springer, Cham. https://doi.org/10.1007/978-3-031-75167-7_36, November 2024, 
2. Parallel convolutional neural network and hybrid architectures for accented speech recognition in Malayalam, Rizwana Kalloorvi Thandi, Muneer V.K, Premjith B, Iran Journal of Computer Science, , November 2024 
3. Exploring Kerala’s Favorite Getaways: Insights into Traveler Behavior and Preferences, Suhail P, Muneer V.K, , South Asian Journal of Management, ,  August 2024. 
4. Utilizing BiLSTM For Fine-Grained Aspect-Based Travel Recommendations Using Travel Reviews In Low Resourced Language, Muneer VK, Basheer KPM, Thandil RK., Jouranal of Electrical Systems Vol. 20 No. 2s (2024), .    
5. A Stereovision-based Approach for Retrieving Variable Force Feedback in Robotic-Assisted Surgery Using Modified Inception ResNet V2 Networks, P. V. Sabique, Ganesh Pasupathy, S. Kalaimagal, G. Shanmugasundar & V. K. Muneer, Journal of Intelligent & Robotic Systems, 2024,    
6. Incorporating Seasonal Trends for River Water Quality Prediction Models Using Deep Learning Algorithms, Jitha P. Nair, Binu Mol T. V., Deepika A., Aparna Unnikrishnan, Muneer V. K., International Journal of Intelligent systems and applications in engineering.  , 2024, . 

7. Automated Catalogue Using Object Detection, Muhamed Shahil A.K, jalwa V.P, Afnan M.K, Rababa K, Muneer V.K, , Int.J. of Advanced Networking and Applications,  ,  June 2024. [Peer Reviewed]

8. Study of An AI-Powered Vehicle Monitoring System: An Ensembled Approach for Intelligent Surveillance, Muneer V.K, Azil A, International Journal of Recent Engineering Science, 2024,  [Peer Reviewed]

2023

1. Empowering Accented Speech Analysis in Malayalam Through Cutting-Edge Fusion of Self Supervised Learning and Autoencoders, Rizwana Kallooravi Thandil, Mohamed Basheer K.P. and Muneer V.K. International Journal of INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING,  , 2023, .  [Book Chapter]
2. Deep Spectral Feature Representations Via Attention-Based Neural Network Architectures for Accented Malayalam Speech—A Low-Resourced Language.  Thandil, R.K., Mohamed Basheer, K.P., Muneer, V.K, Proceedings of Data Analytics and Management. ICDAM 2023. Lecture Notes in Networks and Systems, vol 788, .  Book Chapter
3. A Hybrid Travel Recommender Model Based on Deep Level Autoencoder And Machine Learning Algorithms, Muneer V.K, & Mohamed Basheer K.P., Journal of Advanced Zoology, 44(5), 1150–1159., 2023, .  
4. A Multi-feature Analysis of Accented Multisyllabic Malayalam Words—a Low-Resourced Language, Rizwana Kallooravi Thandil, K. P. Mohamed Basheer & V. K. Muneer ,Lecture Notes in Networks and Systems, vol 660. Springer, Singapore.  [Book Chapter] 
5. An intelligent travel recommender system by mining behavioral attributes from online travelogues in Malayalam – a low resourced language, Muneer V.K, Mohamed Basheer K.P, European Chemical Bulletin, 2023; Volume -12 , doi: 10.48047/ecb/2023.12.si5a.0349 
6. A Comparative Study Of Collaborative Filtering And Content-Based Approaches For Improving The Accuracy Of Travel Recommender Systems For Malayalam Language. Muneer V.K, Dr. Mohamed Basheer K.P, , DOI: 10.35444/IJANA.2023.14608. [Peer Reviewed]
7. A Collaborative Destination Recommender Model in Dravidian Language by Social Media Analysis. Muneer V.K, Dr.Mohamed Basheer KP,   [Book Chapter]

2022

1. End-to-End Multi-dialect Malayalam Speech Recognition Using Deep-CNN, LSTM-RNN, and Machine Learning Approaches, Rizwana Kallooravi Thandil, K. P. Mohamed Basheer & V. K. Muneer, 2022. Lecture Notes on Data Engineering and Communications Technologies, vol 163. Springer, Singapore.  [Book Chapter]
2. End-to-End Unified Accented Acoustic Model for Malayalam-A Low Resourced Language. Speech and Language Technologies for Low-Resource Languages . SPELLL 2022. Communications in Computer and Information Science, vol 1802. Springer, Cham.  [Book Chapter]
3. E2E accent-robust ASR for low-resourced malayalam language: A feature-based investigation of LSTM-RNN and ML approaches, Rizwana Kallooravi Thandil;  K. P. Mohamed Basheer;  Muneer Variyam Kandy, AIP Publishing, SECOND INTERNATIONAL CONFERENCE ON COMPUTING AND COMMUNICATION NETWORKS (ICCCN 2022), .  [Book Chapter]

2021

1. Fake News Detection and Prediction Using Machine Learning Algorithms, Thezniya Naslin, Muneer V.K, International Journal of Computer Science and Information Technologies, Vol. 12 (3), 2021, 81-85, ISSN:0975-9646. [Peer Reviewed]
2. Natural Language Processing of Malayalam Text for predicting its Authenticity, Rizwana Kallooravi Thandil, Mohamed Basheer K.P, Muneer V.K, ,  . [SSRN]
3. A Hybrid Cardiovascular Disease Prediction System using Machine Learning Algorithms. Muneer V.K, Ramseena N, Rizwana Kallooravi Thandil, Dr Mohamed Basheer K.P, eBook - "Artificial Intelligence and Speech Technology", Chapter 53, pg 487-496, ISBN: 9781003150664 (eISBN), DOI: 10.1201/9781003150664, CRC Press, Routledge, Taylor and Francis. [Book Chapter]
4. Collaborative Travel Recommender Model Based on Malayalam Travel Reviews. Muneer, V.K., Basheer, K.P.M. ., - book series, [Book Chapter]
5. Online Malayalam Script Assortment and Preprocessing for Buildings Recommender Systems. Muneer V.K, Dr. Muhamed Basheer KP, 5th International conference on smart computing and informatics (SCI-2021), , Series- [Book Chapter]

2020

1. Qualitative Prediction and Recognition’s of Ongoing Human Action Sequences Using Deep Neural Networks, Muneer V.K, Rizwana Kallooravi Thandil, Dr. Muhamed Basheer K.P, Proceedings of the Third International Conference on Intelligent Sustainable Systems [ICISS 2020], DOI: , ISBN: 978-1-7281-7089-3/20/$31.00 ©2020 IEEE.
2. The evolution of travel recommender systems, A comprehensive review, Muneer V.K, Dr. Muhamed Basheer KP, Malaya Journal of Matematik, Vol. 8, No. 4, 1777-1785, 2020 . 

2019

1. Smart device controlling through voice commands given in Malayalam Language Muneer VK, Dr. Muhamed Basheer KP, Rababa Kareem Kollathodi, Malaya Journal of Matematik, Vol. S, No. 1, 445-450, 2019., . 

Book Section

• Project-U: Enhancing Personal Safety with Portable Embedded Technology for Stray Dog Deterrence. U.A Samshar, Ramzy Hisham, Mishab K, Muneer V..K,, Computer Science Research Reports (March 2024), Vol 2, Issue 1, ISBN : 978-93-94056-72-5, Pages 1-12
• An Intelligent Catalogue Using Object Detection from Camera Footage. Muhammed Shahil A.K, Jalwa V.P, Afnan M.K, Rababa K, Muneer V.K, Computer Science Research Reports (March 2024), Vol 2, Issue 1, ISBN : 978-93-94056-72-5, Pages 13-22
• AI-Powered Intelligent Vehicle Surveillance System Using EasyOCR, OpenCV, And Haarcascade Algorithms. Azil A, Ameen Sahil M, Amal Krishna, Farsin Shah, Muneer V.K, Computer Science Research Reports (March 2024), Vol 2, Issue 1, ISBN : 978-93-94056-72-5, pages 48-60