DR. PRADEEPTA KUMAR SARANGI
PROFESSOR

Research Publications

• Sinha, D., Sarangi, P.K., Sinha, S.(2023),”Efficacy of Artificial Neural Networks (ANN) as a Tool for Predictive Analytics”, Analytics Enabled Decision Making, pp. 123-138, available at: https://www.scopus.com/inward/record.uri?eid=2-s2.0-5171511956&doi=10.1007%2f978-981-19-9658- 0_6&partnerID=40&md5=d1fa562df36d8892ada5af694bd85888
• Mittal, H., Singh, G., Sarangi, P.K. (2023),”Impact of Social Media on Large Scale Enterprises”, Springer Series in Design and Innovation, Issue 32, pp. 343-362, available at: https://www.scopus.com/inward/record.uri?eid=2-s2.0-5169670770&doi=10.1007%2f978-3-031-35385-7_20&partnerID=40&md5=08a785a926976d723df5e48173507b74
• Gandhi, C., Kumar Sarangi, P., Saxena, M., Sahoo, A.K. (2023),”SMS Spam Detection Using Deep Learning Techniques: A Comparative Analysis of DNN Vs LSTM Vs BiLSTM”, Proceedings of International Conference on Computational Intelligence and Sustainable Engineering Solution, CISES 2023, pp. 189-194, available at: https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85167820274&doi=10.1109%2fCISES58720.2023.10183634&partnerID=40&md5=7 1b39352840823bad59c75fa6fa6ac13
• Birdi, N., Sarangi, P.K., Singla, T., Sahoo, A.K., Subudhi, G.B. (2023),”Forex trend analysis using RNN and LSTM models: Predictive analytics through neural networks”, Proceedings of International Conference on Computational Intelligence and Sustainable Engineering Solution,CISES 2023, pp. 206-210, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85167781804&doi=10.1109%2fCISES58720.2023.10183561&partnerID=40&md5=0 94081e48ae908337e6da12e1999b177
• Aggarwal, R., Sarangi, P.K., Sahoo, A.K. (2023),”Credit Card Fraud Detection: Analyzing the Performance of Four Machine Learning Models”,2023 International Conference on Disruptive Technologies, ICDT 2023, pp. 650-654, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85164603058&doi=10.1109%2fICDT57929.2023.10150782&partnerID=40&md5=a 65a613faa47a9b65369ab35c47335c0
• Mahajan, S., Sarangi, P.K., Sahoo, A.K., Rohra, M. (2023),”Diabetes Mellitus Prediction using Supervised Machine Learning Techniques”,2023 International Conference on Advancement in Computation and Computer Technologies, InCACCT 2023, pp. 587-592, available at: https://www.scopus.com/inward/record.uri?eid=2- s2.0- 85163359794&doi=10.1109%2fInCACCT57535.2023.10141734&partnerID=40&md 5=a8434f83f682ce85391f8f2d7ddb1335
• Sharma, N., Kalra, K., Sarangi, P.K., Rani, L., Saxena, M., Kumar, S. (2023),”Pattern Storage & Recalling Using Hopfield Neural Network and HOG Feature Based SVM Classifier: An Experiment with Handwritten Odia Numerals”, 2023 International Conference on Emerging Smart Computing and Informatics, ESCI 2023, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85158151769&doi=10.1109%2fESCI56872.2023.10099928&partnerID=40&md5=76 08907685cc694f6fbcd48b9ef9d13a
• Gahelot, P., Sarangi, P.K., Rani, L. (2023),”Intelligent Detection of DDoS Attack in IoT Network”, Lecture Notes in Networks and Systems, Issue 588, pp. 173-184, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85152859942&doi=10.1007%2f978-981-19-7982- 8_15&partnerID=40&md5=748b23ea018ec4c926d4d1895ea59fa5
• Mohapatra, S.K., Sarangi, P.K., Sarangi, P.K., Sahu, P., Sahoo, B.K. (2022),”Text classification using NLP based machine learning approach”, AIP Conference Proceedings, Issue 2463, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85129912152&doi=10.1063%2f5.0080301&partnerID=40&md5=737bb754751f3b97 d37794d8d3c3151d
• Sarangi, P.K., Sahoo, A.K., Sinha, S. (2022),”Modeling Consumer Price Index: A Machine Learning Approach”, Macromolecular Symposia, Issue 401, No. 1, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85125152652&doi=10.1002%2fmasy.202100349&partnerID=40&md5=5f4d2855142 1c3b064c3388be2441d61
• Sahoo, A.K., Sarangi, P.K., Yadav, C.S. (2022),”Indian Sign Language Recognition Using Ensemble Based Classifier Combination”, Macromolecular Symposia, Issue 401,No. 1,available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85125147519&doi=10.1002%2fmasy.202100286&partnerID=40&md5=4de25610d4 794c6dbee05c8c584707e8
• Mittal, N., Rajpurohit, U., Sarangi, P.K., Goel, N. (2022),”Implementation and Analysis of Fake News using Machine Learning Technique” Proceedings of 2022 IEEE International Conference on Current Development in Engineering and Technology, CCET 2022, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85153383164&doi=10.1109%2fCCET56606.2022.10080126&partnerID=40&md5=d 89eefb62597fa94c00476b419a1b01c
• Gahelot, P., Sarangi, P.K., Saxena, M., Jha, J., Vajpayee, A., Sahoo, A.K.(2022),”Hog Features Based Handwritten Bengali Numerals Recognition Using SVM Classifier: A Comparison with Hopfield Implementation”, Proceedings of 2022 IEEE International Conference on Current Development in Engineering and Technology, CCET 2022, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85153338813&doi=10.1109%2fCCET56606.2022.10080015&partnerID=40&md5=e 525ac7f7afcb4ad17d526276e86cbbc
• Goel, S., Saxena, M., Sarangi, P.K., Rani, L. (2022),”Gold and Silver Price Prediction using Hybrid Machine Learning Models”, PDGC 2022 – 2022 7th International Conference on Parallel, Distributed and Grid Computing, pp. 390-395, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85149778806&doi=10.1109%2fPDGC56933.2022.10053278&partnerID=40&md5=6 3ad2c43312ddb2a8f152554fb1da58e
• Panag, D.K., Goel, N., Sarangi, P.K., Sahoo, A.K., Rath, B.P. (2022),”Prediction of Gold prices in India: Performance Analysis of Various Machine Learning Models”, 2022 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2022, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85144596927&doi=10.1109%2fICRITO56286.2022.9964974&partnerID=40&md5= b0520d37e14a9532d15a84b660243424
• Gulati, K., Gupta, J., Rani, L., Sarangi, P.K. (2022),”Crude Oil Prices Predictions in India Using Machine Learning based Hybrid Model”, 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2022, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85144595275&doi=10.1109%2fICRITO56286.2022.9964577&partnerID=40&md5=c 64bef37916d77434bb007a34164af61
• Saini, N., Sharma, K., Sarangi, P.K., Singh, G., Rani, L. (2022),”Customer Segmentation using K-Means Clustering”, 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2022, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85144594538&doi=10.1109%2fICRITO56286.2022.9965147&partnerID=40&md5= 8ba164161617d5a209be0afc30067271
• Sharma, K., Sarangi, P.K., Rani, L., Singh, G., Sahoo, A.K., Rath, B.P. (2022),”Handwritten Digit Classification Using HOG Features and SVM Classifier”, 2nd International Conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2022pp. 2071-2074, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85135451702&doi=10.1109%2fICACITE53722.2022.9823782&partnerID=40&md5 =628d972b2de1c82d2bf9e6e1905fad84
• Singh, G., Sarangi, P.K., Rani, L., Sharma, K., Sinha, S., Sahoo, A.K., Rath, B.P. (2022),”CNN-RNN based Hybrid Machine Learning Model to Predict the Currency Exchange Rate: USD to INR”,2nd International Conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2022, pp. 1668-1672, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85135450011&doi=10.1109%2fICACITE53722.2022.9823844&partnerID=40&md5 =0430a53b1d8def6ab8a7c56ca034948f
• Sarangi, P.K., Sahoo, A.K., Kaur, G., Nayak, S.R., Bhoi, A.K. (2022),”Gurmukhi Numerals Recognition Using ANN”, Lecture Notes in Networks and Systems, Issue 375, pp. 377-386, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85132043466&doi=10.1007%2f978-981-16-8763- 1_30&partnerID=40&md5=24e95213a2a77887709c35c0aa9d05ae
• Muskaan, Sarangi, P.K., Singh, S., Nayak, S.R., Bhoi, A.K. (2022),”Prediction of Currency Exchange Rate: Performance Analysis Using ANN-GA and ANN-PSO” Lecture Notes in Networks and Systems, Issue 375,pp. 363-375,available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85132006751&doi=10.1007%2f978-981-16-8763- 1_29&partnerID=40&md5=5387228c48b7c6431bcd8843003e8242
• Rani, L., Sahoo, A.K., Sarangi, P.K., Yadav, C.S., Rath, B.P. (2022),”Feature Extraction and Dimensionality Reduction Models for Printed Numerals Recognition”, Proceedings of the 9th International Conference on Computing for Sustainable Global Development, INDIACom 2022, pp. 798-801, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85130050991&doi=10.23919%2fINDIACom54597.2022.9763290&partnerID=40&m d5=eeefd99a53f71239c39cbcde73668315
• Sarangi, P.K., Sinha, D., Sinha, S., Mittal, N. (2021),”Machine Learning Approach for the Prediction of Consumer Food Price Index”, 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2021, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85125916788&doi=10.1109%2fICRITO51393.2021.9596527&partnerID=40&md5=e 134879a1b111bb09c0783bdfba33866
• Prasad, D., Hassan, A., Verma, D.K., Sarangi, P., Singh, S. (2021),”Disaster Management System using Wireless Sensor Network: A Review”, International Conference on Computational Intelligence and Computing Applications, ICCICA 2021, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85126483788&doi=10.1109%2fICCICA52458.2021.9697236&partnerID=40&md5=f 444205e1458a40cad0171bf322f5e64
• Mohapatra, S.K., Sarangi, P.K., Sahu, P., Sahoo, B.K., Sarangi, P.K., Mittal, N. (2021),”Internet of Things: Security, Challenges, Open Problems Solutions”, 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2021, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85123373859&doi=10.1109%2fICRITO51393.2021.9596298&partnerID=40&md5= 37148f7c5c1de1172d8b5c07e0f23b5e
• Sarangi, P.K., Verma, R., Inder, S., Mittal, N. (2021),”Machine Learning Based Hybrid Model for Gold Price Prediction in India”, 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2021, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85123371640&doi=10.1109%2fICRITO51393.2021.9596391&partnerID=40&md5= 8edeee5fd85da64a6768a34ef8eeff61
• Sarangi, P.K., Guleria, K., Prasad, D., Verma, D.K. (2021),”Stock movement prediction using neuro genetic hybrid approach and impact on growth trend due to COVID19″,International Journal of Networking and Virtual Organisations, Issue 25,pp. 333- 352, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85123194420&doi=10.1504%2fIJNVO.2021.120172&partnerID=40&md5=3ed7680 2df3981fddee95dc8bc5d9858
• Agarwal, A.K., Rani, L., Tiwari, R.G., Sharma, T., Sarangi, P.K. (2021),”Honey Encryption: Fortification Beyond the Brute-Force Impediment”, Lecture Notes in Mechanical Engineering, pp. 673-681, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85112639088&doi=10.1007%2f978-981-16-0942- 8_64&partnerID=40&md5=6e92a28b834548c3bb5a4f65f66cc6a7
• Baggan, V., Sarangi, P.K., Prasad, D., Snehi, J. (2020),”Augmenting border gateway protocol with multi-protocol label switching for enhancing network path restoration”, Proceedings of the 9th International Conference on System Modelling and Advancement in Research Trends, SMART 2020, pp. 306-309, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85101174785&doi=10.1109%2fSMART50582.2020.9337076&partnerID=40&md5= b9a3c322420cc88b6b982f3f4489a861
• Singla, C., Sarangi, P.K., Singh, S., Sahoo, A.K., Mittal, N. (2020),”Predictive Analytics: A Comparative Study of Expert Modeler Vs ANN Models in Econometric Analysis”, ICRITO 2020 – IEEE 8th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), pp. 407-411, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85093081112&doi=10.1109%2fICRITO48877.2020.9197969&partnerID=40&md5=9 259126418977c7d694e1e14fca8ade6
• Karna, H., Baggan, V., Sahoo, A.K., Sarangi, P.K.2020,”Performance Analysis of Interior Gateway Protocols (IGPs) using GNS-3″,Proceedings of the 2019 8th International Conference on System Modeling and Advancement in Research Trends, SMART 2019pp. 204-209,available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85094815141&doi=10.1109%2fSMART46866.2019.9117308&partnerID=40&md5= ddee7089ad6844847d36c870e6bbb7d8
• Singla, C., Sarangi, P.K., Sahoo, A.K., Singh, P.K.2020,”Deep learning enhancement on mammogram images for breast cancer detection”, Materials Today: Proceedings, Issue 49, pp. 3098-3104, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85123440267&doi=10.1016%2fj.matpr.2020.10.951&partnerID=40&md5=b64105ed 9f09a99b4663c773f507a4eb
• Sarangi, P.K., Chawla, M., Ghosh, P., Singh, S., Singh, P.K. (2020),”FOREX trend analysis using machine learning techniques: INR vs USD currency exchange rate using ANN-GA hybrid approach”, Materials Today: Proceedings, Issue 49,pp. 3170- 3176,available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85123373129&doi=10.1016%2fj.matpr.2020.10.960&partnerID=40&md5=079ce7c8 db38287405ee8d20fc5c422f
• Kumar, D., Sarangi, P.K., Verma, R. (2020),”A systematic review of stock market prediction using machine learning and statistical techniques”, Materials Today: Proceedings, Issue 49, pp. 3187-3191, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85118333539&doi=10.1016%2fj.matpr.2020.11.399&partnerID=40&md5=d2e2df93 9fbdfc960faf42ce2fa63b1e
• Baggan, V., Sahoo, A.K., Sarangi, P.K., Chaturvedi, S.P. (2020),”A comprehensive analysis and experimental evaluation of routing information protocol: An elucidation”, Materials Today: Proceedings, Issue 49, pp. 3040-3045, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85110330669&doi=10.1016%2fj.matpr.2020.10.676&partnerID=40&md5=8f1b47f87 bf99552c30cf8cb310e1e18
• Bindal, R., Sarangi, P.K., Kaur, G., Dhiman, G. (2019),”An approach for automatic recognition system for Indian vehicles numbers using k-nearest neighbours and decision tree classifier” International Journal of Advanced Science and Technology, Issue 28, No. 9, pp. 477-492, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85081587902&partnerID=40&md5=5317538d645b183b26b83a36c9fe70dc
• Singh, S., Sarangi, P.K., Singla, C., Sahoo, A.K. (2019),”Odia character recognition system: A study on feature extraction and classification techniques”, Materials Today: Proceedings, Issue 34,pp. 742-747,available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 85093658794&doi=10.1016%2fj.matpr.2020.04.680&partnerID=40&md5=534dfe27 efea59e8496e35f5ef45e437
• Sarangi, P.K., Ravulakollu, K.K. (2014),”Feature extraction and dimensionality reduction in pattern recognition using handwritten Odia numerals”, Journal of Theoretical and Applied Information Technology, Issue 65,No. 3,pp. 770-775,available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 84905230942&partnerID=40&md5=01828a9d2fa709de7f83fd9b498d112b
• Sarangi, P.K., Ahmed, P., Ravulakollu, K.K. (2014),”Naïve Bayes classifier with LU factorization for recognition of handwritten Odia numerals”, Indian Journal of Science and Technology, Issue 7, No. 1,pp. 35-38, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 84896811516&partnerID=40&md5=df520a6287c0cb6134ca84dcc7d6e865
• Gupta, A., Sarangi, P.K. (2012),”Electrical load forecasting using genetic algorithm based back- propagation method”, ARPN Journal of Engineering and Applied Sciences, Issue 7, No. 8, pp. 1017-1020, available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 84870157597&partnerID=40&md5=ac357d119dd095c2621924d90121a6fb
• Sarangi, P.K., Singh, N., Chauhan, R.K., Singh, R. (2009),”Short term load forecasting using artificial neural network: A comparison with genetic algorithm implementation”, Journal of Engineering and Applied Sciences, Issue 4,No. 9,pp. 88-93,available at:https://www.scopus.com/inward/record.uri?eid=2-s2.0- 78650006105&partnerID=40&md5=6ae9c4521399fd47c3d4ee92b909c3c7

Patent

23 Years Teaching