DR. RAMAMANI TRIPATHY
ASSOCIATE PROFESSOR

RESEARCH PUBLICATIONS

• Membrane Cholesterol Prediction from Human Receptor Using Rough Set based Mean-Shift Approach, Journal of Information Systems and Telecommunication, Iranian Academic Center for Education, Culture and Research, ISSN:2322-1437E-ISSN:2345-2773, Aug. 2022.
• Prediction of Plasma Membrane Cholesterol from 7-Transmembrane Receptor Using Hybrid Machine Learning Algorithm, International Journal of Electrical and Computer Engineering Systems, J.J. Strossmayer University of Osijek, Faculty of Electrical Engineering, Computer Science and Information Technology, ISSN (Online) 1847-7003, 2022 https://ijeces.ferit.hr/index.php/ijeces/article/view/457
• Cellular cholesterol prediction of mammalian ATP-binding cassette (ABC) proteins based on Fuzzy C-Means with Support Vector Machine algorithms” Journal of Intelligent & Fuzzy Systems, Vol. 39, No. 2, pp. 1611-1618, IOS Press Publication, ISSN: 1064-1246 (Print), ISSN: 1875-8967 (Electronic),2020. https://dl.acm.org/doi/abs/10.3233/JIFS-179934
• Smart Water Solution for Monitoring of Water Usage Based on Weather Condition”, International Journal of Emerging Trends in Engineering Research, Vol. 8, No. 9, pp. 5335-5343, 2020,ISSN2347 – 3983. http://www.warse.org/IJETER/static/pdf/file/ijeter71892020.pdf
• An Optimized Hybrid Fuzzy K- Nearest Neighbor Model for Prediction of Membrane Cholesterol from ABC Genes”, Special issue on Recent Advances in Machine Learning and Soft Computing of Journal of Intelligent & Fuzzy Systems, 2019,
• Forecasting Foreign Currency Exchange Price using Long Short-Term Memory with K-Nearest Neighbor Approach”, International Journal of Engineering and Advanced Technology (IJEAT), Vol. 9,No. 2, pp. 2858-2863, 2019, ISSN: 2249-8958.https://www.ijeat.org/wp-content/uploads/papers/v9i2/B3551129219.pdf
• Rough Set based Affinity Propagation Model for Prediction of Future Gold Price in Indian Scenario”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), Vol. 9, No. 2,pp. 2219-2224, 2019, ISSN: 2278-3075.https://www.ijitee.org/wp-content/uploads/papers/v9i2/B7584129219.pdf
• Human Health and Velocity Aware Network Selection Scheme for WLAN/WiMAX Integrated Networks With QoS”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), Vol. 8, No. 12, pp. 198-205, 2019, ISSN: 2278-3075 https://www.researchgate.net/publication/338139339_Human_Health_and_Velocity_Aware_Network_Selection_Scheme_for_WLANWiMAX_Integrated_Networks_with_QoS
• A Novel Rough Set based Affinity Propagation Method for Cholesterol Prediction from ABC Transporter”, Indian Journal of Public Health Research & Development, Vol. 9, No. 10, pp. 2012-2018, Oct. 2018, R.K. Sharma, Institute of Medico-Legal Publications, ISSN: 0976-0245 (Print) & ISSN:0976-5506
• A Computational Approach for Mining Cholesterol and their Potential Target against GPCR Seven Helices based on Spectral Clustering and Fuzzy c-Means Algorithm”, Special issue on Recent Advances in Machine Learning and Soft Computing of Journal of Intelligent & Fuzzy Systems,2018. https://dl.acm.org/doi/abs/10.3233/JIFS-169589
• A Novel Look Back N Feature Approach towards Prediction of Crude Oil Price”, International Journal of Engineering & Technology (UAE), Vol. 7, No. 3.34, pp. 459-465, 2018, Science Publishing Corporation, ISSN: 2227-524X. file:///C:/Users/HP/Downloads/ANovelLookBackNFeatureApproachtowardsPredictionofCrudeOilPrice.pdf
• A Hybridized Clustering Approach based on Rough Set and Fuzzy c-Means to Mine Cholesterol Sequence from ABC Family”, Indian Journal of Science and Technology, Vol. 9, No. 22, pp. 1-10, DOI: 10.17485/ijst/2016/v9i22/94237, June 2016.https://indjst.org/articles/a-hybridized-clustering-approach-based-on-rough-set-and-fuzzy-c-means-to-mine-cholesterol-sequence-from-abc-family.
• A Novel Fuzzy C-Means Approach for Uncovering Cholesterol Consensus Motif from Human G-Protein Coupled Receptors (GPCR)” Karbala International Journal of Modern Science, Elsevier Publication, Vol. 1, No. 4 , pp. 212-224, 2014. ISSN: 2405-609X.https://www.iasj.net/iasj/download/9fac8712f29b5962
• Endogenous Rice (OryzaSativa) miRNAs and their Potential Targets against Rice Tungro Virus using Various String Matching Algorithms”, International Information Technology Conference and Exhibition (CUBE-2012), Organized by Management Development Centre (MDC) at Yashwantrao Chavan Academy of Development Administration, Pune, Maharashtra, India from 3rd to 5th Sept, 2012. ISBN: 978-1-4503-1185-4, pp. 419-423. https://www.semanticscholar.org/paper/Endogenous-rice-(Oryza-Sativa)-miRNAs-and-their-Tripathy-Mishra/66fbb3818516c74f0f0fe4fa542bf5e49b94dd84
• A Computational Approach of Rice (OryzaSativa) Plant miRNA Target Prediction against Tungro Virus”, International Conference on Advances in Computing, Communications and Informatics (ICMOC-2012), Organized by Noorul Islam University, Kanyakumari, Tamilnadu, India from 10th to 11th April, 2012. Volume 38, pp. 1357–1361
• Clustering and Classifying Informative Attributes using Rough Set Theory”, International Conference on Advances in Computing, Communications and Informatics (ICACCI-2012), Chennai, India from 3rd to 5th August, 2012. ISBN: 978-1-4503-1196-0, pp. 118-123 https://www.researchgate.net/publication/336011730_Clustering_and_Classifying_Infor mative_Attributes_using_Rough_Set_Theory
• A Novel Strategy for Prediction of Cellular Cholesterol Signature Motif from G Protein-Coupled Receptors based on Rough Set and Fuzzy C-Means Algorithm”, 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), Organized by Surya Engineering College, Erode, Tamil Nadu, India 11th -13th March, 2020. ISBN: 978-1-7281-4889-2(E), 978-1-7281-4890-8 (P), pp. 285-289 https://www.researchgate.net/profile/Rudra-Nayak/publication/340888131_A_Novel_Strategy_for_Prediction_of_Cellular_Cholesterol_Signature_Motif_from_G_Protein-Coupled_Receptors_based_on_Rough_Set_and_FCM_Algorithm/links/5f85f681458515b7cf7f58f5/A-Novel-Strategy-for-Prediction-of-Cellular-Cholesterol-Signature-Motif-from-G-Protein-Coupled-Receptors-based-on-Rough-Set-and-FCM-Algorithm.pdf
• Spectral Clustering based Fuzzy C-Means Algorithm for Prediction of Membrane Cholesterol from ATP-Binding Cassette Transporters”, In Intelligent and Cloud Computing, Vol. 153, pp. 439-448, ISBN: 978-981-15-6202-0, DOI https://doi.org/10.1007/978-981-15-6202-0_45. Springer, Singapore,2019 https://www.researchgate.net/publication/343969407_Spectral_Clustering_Based_Fuzzy_CMeans_Algorithm_for_Prediction_of_Membrane_Cholesterol_from_ATP-Binding_Cassette_Transporters
•  Indian Stock Market Prediction based on Rough Set and Support Vector Machine Approach”, In Intelligent and Cloud Computing, Vol. 153, pp. 345-355, ISBN: 978-981-15-6202-0, DOI https://doi.org/10.1007/978-981-15-6202-0_35. Springer, Singapore, 2019
• Optimizing Fertilization through IoT: A Smart Approach for Agriculture 2023 4th International Conference on Electrical and Electronics Engineering (ICEEE 2023) is organized at Chitkara University, Himachal Pradesh on August 19-20, 2023 (In Press)

BOOK CHAPTER PUBLISHED

• Study and Implementing of mobile cloud computing framework for an android based metaverse ecosystem platform, Book chapter in Generative Artificial Intelligence: Concepts and applications, wiley scrivener (Accepted)
• Predicting ATP-Binding Cassette Transporters Using Rough Set and Random Forest Model, Book Chapter in Structural and Functional Aspects of Biocomputing Systems for Data Processing. IGI Global. pp. 161-181, 20 Jan 2023, doi: 10.4018/978-1-6684-6523-3.ch008, ISBN: 978-166846525-7, 166846523X, 978-166846523-3.
• Eukaryotic Plasma Cholesterol Prediction from Human GPCRs Using K-Means with Support Vector Machine, Book chapter in Advanced Deep Learning for Engineers and Scientists, EAI/Springer Innovations in Communication and Computing. Springer, Cham. pp. 243-257, 25 Jul 2021, https:// doi.org/10.1007/978-3-030-66519-7_10, Print ISBN: 978-3-030-66518-0, Online ISBN: 978-3-030-66519-7.

TRAINING PROGRAMS/WORKSHOPS/FDPs ATTENDED

PROFESSIONAL QUALIFICATION

14 Years Teaching