Research Publications

The following are the publications from our Partnering Institutions

  1. Jain S.S., Singal G., Garg D., Gupta S.K. (2020) SecureDorm: Sensor-Based Girls Hostel Surveillance System. In: Somani A., Shekhawat R., Mundra A., Srivastava S., Verma V. (eds) Smart Systems and IoT: Innovations in Computing. Smart Innovation, Systems and Technologies, vol 141. Springer, Singapore.

  2. Swaminathan S., Garg D., Kanan R., Andres Sparse Low Rank Factorization for Deep Neural Network Compression, Accepted in NeuroComputing, Elsevier, SCI.

  3. Akshay G., Rupak C., Mohit A., Dilshad A., Suneet G., Deepak G., Profit or Loss: A Long Short Term Memory based model for the Prediction of share price of DLF group in India DOI 10.1109/IACC48062.2019.8971601 IEEE Xplore IACC 2019.

  4. Mohit A; Vijay B; Dilshad A; Amit S; Suneet G; Deepak G A Convolution Neural Network based approach to detect the disease in Corn Crop DOI: 10.1109/IACC48062.2019.8971602 IEEE Xplore IACC 2019.

  5. Jeyakumar Kannan, A.R.Mohamad Shanavas, and Sridhar Swaminathan, “SportsBuzzer: Detecting Events at Real Time in Twitter using Incremental Clustering,” Transaction on Machine Learning and Artificial Intelligence, vol. 6, iss. 1, pp. 1-23, 2018.

  6. Aggarwal G and Singh L, "Classification of intellectual disability using LPC, LPCC And WLPCC parameterization techniques", International Journal of Computers and Applications, Taylor & Francis.

  7. Sabherwal P, Singh L and Aggarwal M, "Aiding the detection of QRS complex in ECG signals by detecting speaks independently", Cardiovascular Engineering and Technology.

  8. Satyajit Anand, Sandeep Jaiswal, P. K. Ghosh, "A Machine Learning Prediction Model For Automated Brain Abnormalities Detection", Recent Patents on Computer Science.

  9. Sandeep Jaiswal, Suneetha Rikhari, "MR And CT image fusion using nonlinear anisotropic filtering in PCA domain", Journal of Advanced Research in Dynamical and Control Systems, 03-special issue, 2018, pp. 790-797.

  10. Ch. Venkateswarlu & Satya Eswari, J. , "Identification of better gene expression data for mosqutio species classification using radial basis function network methodology", The Open Bioinformatics Journal, 11, 38-52, 2018.

  11. Jesna Mohan, "Dynamic summarization of videos based on descriptors in space, time video volumes and sparse auto encoders", IEEE Access ISSN 2169-3536.

  12. Vishnukumar S, "A hybrid approach to generate visually seamless aerial mosaicks from unmanned aerial vehicles", Journal of Intelligent and fuzzy Systems, IOS Press, ISSN print 1064-1246, ISSN online 1875-8967.

  13. V. Gomathi, "Pervasive health monitoring through video-based activity information integrated with sensor-cloud oriented context-aware decision support system", Multimedia Tools and Applications, 2018 DOI:10.1007/s11042-018-6716-8.

  14. M. RadhikaMani, T. Srikanth, "Design og novel approach for conformal vortex induced flow based shape descriptor for object recognition", Sensing and Imaging (SPRINGER), volume 19, issue 1,19-22, 2018.

  15. Kavita A.V, A. Srikrishna, Satyanaryana Ch. ,"Unsupervised linear contact distributions segmentation algorithm for land cover high resolution panchromatic images", Multimedia Tools and Applications, September 2018.

  16. Mohan, V.S., Vinayakumar, R., Soman, K.P., "Poornachandran, P. S. O. O. F net: Syntatic patterns for identification of ominous online factors", 2018 IEEE Symposium on Security and Privacy Workshops, SPW 2018, art. no. 8424657, pp. 258-263. DOI: 10.1109/SPW.2018.00041.

  17. Kumar, S., Kumar, M.A., Soman, K.P., "Deep learning based part-of-speech tagging for Malayalam twitter data (Special issue: Deep learning techniques for natural language processing)", De Gruyter 2018, Journal of Intelligent Systems, Article in Press. DOI 10.1515/jisys-2017-0520.

  18. Sujadevi, V.G., Soman, K.P., Vinayakumar, R., "Real-time detection of atrial fibrillation from short time single lead ECG traces using recurrent neural networks", Springer 2018 Advances in intelligent Systems and Computing, 683, pp. 212-221. DOI: 10.1007/978-3-319-68385-0_18.

  19. M. Giri, Seethalakshmi R, S. Jyothi, "Managing and control of data transmission in a high mobility based wireless networks", Artificial Intelligence and Evolutionary Computations in Engineering Systems, Page 177-186, AISC, volume 668, 2018.

  20. M. Giri, Seethalakshmi R, S. Jyothi, "Optimal active nodes selection, neighborhood discovery, and reliability in wireless sensor", Artificial Intelligence and Evolutionary Computations in Engineering Systems, page 195-205, AISC, volume 668, 2018.

  21. K. Himabindu, S. Jyothi, D. M. Mamatha , "Squids species classification using fuzzy interence system based on morphometric measurements", IEEE Xplore, IEEE 3rd International Conference on Sensing, Signal Processing and Security (ICSSS), ISBN: 978-1-5090-4929-5, Oct, 2017 © 2017 IEEE, DOI: 10.1109/SSPS.2017.8071583, impact factor:9.23.

  22. Anuj Tiwari, Merugu Suresh, Kamal Jain, Mohd Shoab, "Text message classification using supervised machine learning algorithms", Lecture Notes in Electrical, 500, http://doi.org/10.1007/978-981-13-0212-1_15.

  23. Annushree Bablani, Damodar Reddy Edla, Diwakar Tripathi and Venkatanareshbabu Kuppili, "An efficient concealed information test: EEG feature extraction and ensemble classification for lie identification", Machine Vision and Applications, 2018.

  24. Rani Sarita R, "CCIR using deep learning", cluster computing, the journal of network, software tools and applicatios.

  25. Meera Mary Issac, Wilscy M., "Image forgery detection using region-based Rotation invariant co-occurrences among adjacent LBPs", Multimedia Tools and Applications, volume 34, Number 1, January 2018.

  26. Araving AV, Radhikaa S, Rajathilagam B, "Electroaryngeal speech improvement through phoneme replacement", WSPD (Interspeech) 2018 (Category A conference)

  27. Arun Kumar et.al, "ANN based model predictions of mechanical properties of low density self-compacting concrete prepared from mineral admixtures and pumice stone", Advances in Intelligent Systems and Computing, Springer.

  28. K.Himabindu, S.Jyothi, D.M.Mamatha,” GA based Feature Selection for Squids Classification”, Advances in Intelligent Systems and Computing (AISC), Volume.2, ISSN:2194-5357, ISBN 978-981-13-3393-4 (eBook).

  29. G. Naga Ramadevi, K. Usha Rani, D. Lavanya , “Ensemble-Based Hybrid Approach for Breast Cancer Data”, Lecture Notes in Electrical Engineering 500, Spinger, PP: 713-720, September, 2018, https://doi.org/10.1007/978-981-13-0212-1_72

  30. Ch.Venkateswarlu, "Multiobjective Pareto optimisation of a pharmaceutical product formulation using radial basis function network and nondominated sorting differential evolution”, Int. J. Biomed. Engineering and Technology,In Press.

  31. Mr. R.Kanagaraj, Dr. N.Rajkumar, Dr. K.Srinivasan, Dr. R.Anuradha, “Regional Blood Bank count analysis using Unsupervised Learning Techniques”, International conference for phoenixes on emerging current trends in materials, manufacturing, management practices and construction technologies (PECMACT), Accepted will be published in Springer Book Proceedings- Lecture Notes on Data Engineering and Communications Technologies (ISSN: 2367-4512).

  32. Mrs. N. Saranya, "Fruit Classification using Traditional Machine Learning and Deep LearningApproach”, Springer Lecture Notes in Computational Vision and Biomechanics(ISSN: 2212-9391).

  33. Dr. Pankaj Kumar Sharma, “Development of Delay Controller System Model in MANET”, ACCEPTED for publication in SCOPUS INDEXED journal , “International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8 Issue-4, March 2019.

  34. Sarat Chandra Nayak, "Estimating stock closing indices with A GA-Weighted polynomial neural network", Financial Innovation, Springer.

  35. Dr.R. Thangarajan & Diana Andrushia.A, “RTS-ELM : an approach for saliency directed image segmentation with ripplet transform”, Pattern Analysis and Applications, https://doi.org/10.1007/s10044-019-00800 Feb 2019.

  36. Annushree Bablani, Damodar Reddy Edla, Diwakar Tripathi and Venkatanareshbabu Kuppili, “An Efficient Concealed Information Test: EEG Feature Extraction and Ensemble Classification for Lie Identification”, Machine Vision and Applications, 2018.

  37. Diwakar Tripathi, Damodar Reddy Edla, Ramalingaswamy Cheruku and Venkatanareshbabu Kuppilli, “A Novel Hybrid Credit Scoring Model based on Ensemble Feature Selection and Multi-layer Ensemble Classification”, Computational Intelligence, Accepted for publication.

  38. Annushree Bablani, Damodar Edla, Diwakar Tripathi and Ramalingaswamy Cheruku, “Survey on Brain Computer Interface: An Emerging Computational Intelligence Paradigm”, ACM Computing Surveys, Feb, 2019.

  39. Dr.V.Gomathi, “Pervasive health monitoring through video-based activity information integrated with sensor-cloud oriented context-aware decision support system”, Multimedia Tools and Applications, Springer, 2018.

  40. Kanan Kumar W., Kishorjit, N. and Dinamani Singh A. , "Enhancing Scene Perception using a Multispectral Fusion of Visible-Near Infrared Image pair", IET Image Processing Journal ISSN 1751-9659, accepted.

  41. Kishorjit Nongmeikapam, Wahengbam Kanan Kumar, Oinam Nickson Meetei and Themrichon Tuithung, "Handwritten Manipuri Meetei-Mayek Classification using Convolutional Neural Network", ACM Transactions on Asian and LowResource Language Information Processing ISSN:2375-4699, Vol. 18 Issue 4, June 2019.

  42. Ch Amarendra, K Harinadha Reddy, "PSO Algorithm Support Switching Pulse Sequence ISVM for Six-Phase Matrix Converter-Fed Drives”, Smart Intelligent Computing and Applications, Springer, Singapore. pp:559-569, 2019.

  43. Alok Shukla and Diwakar Tripathi, "Identification of potential biomarkers on microarray data using distributed gene selection approach", Mathematical Biosciences, (Elsevier, SCI Indexed, I.F. 1.68 ), 2019.

  44. Annushree Bablani, Damodar Reddy Edla, Diwakar Tripathi, Shubham Dodia, and Sridhar Chintala, “A Synergistic Approach for Concealed Information Test using BAT and BBA Optimization Techniques”, IEEE Transactions on Information Forensics & Security (SCI Indexed, I.F. 5.824, 2019.

  45. Alok Shukla; Diwakar Tripathi; Ramachandra Reddy; Chandramohan, "A Study on Metaheuristics Approaches for Gene Selection in Microarray Data: Algorithms, Applications and Open Challenges", Evolutionary Intelligence, (Springer, Scopus and ESCI Indexed, Accepted). Accepted August 2019.

  46. M. RadhikaMani, T. Srikanth, “Design of Novel Approach for Conformal Vortex Induced Flow Based Shape Descriptor for Object Recognition”, https://link.springer.com/article/10.1007%2Fs11220-018-0206-y, Sensing and Imaging (SPRINGER), Volume 19, Issue 1, 19-22, 2018.

  47. S.L. Fernandes, U..J.Tanik, V. Rajinikanth, K.A. Karthik, "A reliable framework for accurate brain image examination and treatment planning based on early diagnosis support for clinicians", Neural Computing and Applications (Springer), DOI: https://doi.org/10.1007/s00521-019-04369-5, 30 July 2019. (IF:4.664).

  48. U. Rajendra Acharya, V. Rajinikanth, et al., "Automated Detection of Alzheimer’s Disease Using Brain MRI Images–A Study with Various Feature Extraction Techniques", Journal of Medical Systems (Springer), Vol.43, No.9, pp.302. 01September 2019. (IF: 2.415).

  49. NilanjanDey, V. Rajinikanth, et al., "Social-group-optimization based tumor evaluation tool for clinical brain MRI of flair/DW modality", Biocybernetics and Biomedical Engineering (Elsevier), Vol.39, No.3, pp.843-856. 26 July 2019. (IF: 2.158).

  50. V Jahmunah, Shu Lih Oh, V Rajinikanth,et al., "Automated detection of schizophrenia using nonlinear signal processing methods", Artificial Intelligence in Medicine (Elsevier), https://doi.org/10.1016/j.artmed.2019.07.006. 20 July 2019. (IF: 3.574).

  51. Yu Wang, V .Rajinikanth, Lijun Wu, "Morphological segmentation analysis and texture-based support vector machines classification on mice liver fibrosis microscopic images", Current Bioinformatics, Vol.14, No.4, pp. 282 – 294. (IF: 1.189).

  52. V. Rajinikanth et al, "Fetal Head Periphery Extraction from Ultrasound Image using Jaya Algorithm and Chan-Vese Segmentation", Procedia Computer Science, Vol.152, 66-73, 2019.

  53. Arun Kumar Beeralaet.al, "ANN based prediction of bond and impact strength of lightweight self consolidating concrete with coconut shell",Advances in Intelligent Systems and Computing, Springer ,Accepte.

  54. Dr.Srinivasa Rao Dammavalam, Shadi A. Aljawarneh, N. Rajasekhar*.,"Fuzzy and Neuro Fuzzy Based Iterative Image Fusion",Recent patents on computer science,September 2019 (In Press),ISSN (Print): 2213-2759,ISSN (Online): 1874-4796.

  55. Dr. Sasikumar Gurumurthy, Naresh BabuMuppalaneni, Chandra Sekar G, Sandhya G, "Methods for finding the Brain disease like Epilepsy and Alzheimer", Lecture Notes on Data Engineering and Communication technologies book series (LNDECT, Volume 31),ISBN:978-3-030-24643-3pp.715- 719.

  56. RadhesyamVaddi, "Probabilistic PCA based Hyper spectral Image Classification for Remote sensing Applications", Springer Nature Switzerland AG 2020 ISDA, AISC 941, pp. 1–7, 2020. https://doi.org/10.1007/978-3-030-16660-1_84 (Springer Book Chapter), 2019.

  57. L. N. P. Boggavarapu, "Classification of HyperSpectral Remote Sensing Imagery Using Intrinsic Parameter Estimation", Springer Nature Switzerland AG 2020, ISDA, AISC 941, pp. 1–11, 2020. https://doi.org/10.1007/978-3-030-16660-1_83 (Springer Book Chapter), 2019.

  58. Dr. M.Suneetha, "Evaluation of Student Performance Using Neural Networks", Springer Book Chapter, 2019.

  59. B. Swapna,T. Anuradha, "Achieving Higher Ranking to Web pages Through Search Engine Optimization", Proceedings of International Conference on Computational Intelligence and Data Engineering, Lecture Notes on Data Engineering &Communications Technologies ,https://doi.org/10.1007/978-981-10-6319-0_9, Springer 2018, April 2018.

  60. Ch.Nanda Krishna, M.Ramesh, Dr.M.Suneetha, "Minimizing the cost by effective utilization of resources which yields better Profits for Government organizations in a less interval of Time", International Journal of Engineering & Technology 2018,(Scopus Indexed)7 (x) (2018) xxx-xxx Pageno:165-168.

  61. Ms. Shini Renjith, "An Extensive Study on the Evolution of Context-Aware Personalized Travel Recommender Systems", Information Processing and Management, Elsevier.

  62. Dr. Jisha John, "Facial Expression Recognition System for Visually Impaired", Springer International Conference on Intelligent Data Communication Technologies and Internet of Things (ICICI 2018) Lecture Notes in Data Engineering and Communication Technologies.

  63. Sreedhi Deleep Kumar, Reshma E U,Sunitha C, and Amal Ganesh, "Semantic Representation of Malayalam web documents in Cricket domain using WordNet”, Springer Lecture Notes on Data Engineering and Communications (ICICI 2018), ISBN -978-3-030-03145-9, Vol 26. Page 439-447, Dec 2018.