DEPARTMENT OF INFORMATION TECHNOLOGY, NITK SURATHKAL 

Journal Publications in 2019

 

SI NO          Author, Paper and JOURNAL Details 


  1. Karthik N, V. S. Ananthanarayana, " Trust based Data gathering in Wireless Sensor Networks", Springer Journal on Wireless Personnel Communications, May, 2019.
  2. Sakthi Murugan R, V. S. Ananthanarayana , " WordCode using WordTrie", Elsevier Journal of King Saud University - Computer and Information Sciences, June2019
  3. Rathinaraja Jeyaraj, V. S. Ananthanarayana, "Dynamic rankingbased MapReduce job scheduler to exploit heterogeneous performance in a virtualized environment", The Journal of Supercomputing, August 2019.
  4. Ashwin T S and Ram Mohana Reddy Guddeti, "Impact of Inquiry Interventions on Students in E-Learning and Classroom Environments using Affective Computing Framework", Accepted for Publication in Springer User Modeling and User-Adapted Interaction, December 12, 2019.
  5. Ashwin T S and Ram Mohana Reddy Guddeti, "Unobtrusive Behavioral Analysis of Students in Classroom Environment using Non-Verbal Cues", IEEE Access, Vol. 7, Issue 1, pp. 150693-150703, Dec. 2019, DOI: 10.1109/ACCESS.2019.2947519 (SCI/Scopus).
  6. Ashwin T S and Ram Mohana Reddy Guddeti, "Automatic Detection of Students' Affective States in Classroom Environment Using Hybrid Convolutional Neural Networks", Springer Education and Information Technologies, pp. 1-29, First Online: 28 October 2019 DOI: https://doi.org/10.1007/s10639-019-10004-6 (Scopus Indexed).
  7. Md. Shahzad Alam, Natesha B V, Ashwin T.S, and G. Ram Mohana Reddy, "UAV based Cost-Effective Real-Time Abnormal Event Detection using Edge Computing", Springer Multimedia Tools & Apps., pp. 1-16, Online: 29 Aug. 2019, DOI: https://doi.org/10.1007/s11042-019-08067-1 (SCI/Scopus).
  8. Sujit Gupta, Ashwin T S and Ram Mohana Reddy G, "Students' Affective Content Analysis in Smart Classroom Environment using Deep Learning Techniques", Springer Multimedia Tools and Applications, Vol. 78, Issue 18, pp. 25321-25348, Sept. 2019 (SCI/Scopus Indexed).DOI: https://doi.org/10.1007/s11042-019-7651-z
  9. Abhishek Tripathi, Ashwin T S and Ram Mohana Reddy G, "EmoWare: A Context-Aware Framework for Personalized Video Recommendation Using Affective Video Sequences", IEEE Access, Vol. 7, pp. 51185-51200, April 2019, DOI: 10.1109/ACCESS.2019.2911235 (SCI/Scopus).
  10. Neeraj Kumar Sharma and G Ram Mohana Reddy, "Multi-Objective Energy Efficient Virtual Machines Allocation at the Cloud Data Center", IEEE Transactions on Services Computing, Vol: 12, Issue: 1, pp: 158-171, January/February 2019 (SCI/Scopus Indexed).DOI:10.1109/TSC.2016.2596289 (http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7526435)
  11. Shridhar Sanshi and Jaidhar CD, "Fuzzy Optimised Routing Metric with Mobility Support for RPL" IET Commun., 2019, Vol. 13 Issue 9, pp. 1253-1261.
  12. Shiva Darshan S.L and Jaidhar C.D, " Windows Malware Detector using Convolutional Neural Network based on VisualizationImages" IEEE Transactions on Emerging Topics in Computing, 2019. DOI: 10.1109/TETC.2019.2910086
  13. Shiva Darshan S.L and Jaidhar C.D, " An Empirical Study to Estimate the Stability of Random Forest Classifier on the Hybrid Features Recommended by Filter Based Feature Selection Technique" International Journal of Machine Learning and Cybernetics, 2019. DOI: https://doi.org/10.1007/s13042-019-00978-7
  14. R. Anusha and Jaidhar C.D, "Clothing invariant human gait recognition using modified local optimal oriented pattern binary descriptor", Multimedia Tools and Applications, 2019. https://doi.org/10.1007/s11042-019-08400-8
  15. Nagaraj Naik, Biju R Mohan, "Intraday Stock Prediction Based on Deep Neural Network" National Academy Science Letters, Springer Link, 2019.
  16. Sowmya Kamath S , "A Deep Neural Model for Predicting Disease Groups with Two-stage PSO-NN Feature Modeling of Unstructured Clinical Notes" IEEE Access [SCI, IF: 4.098] (accepted, to appear)
  17. Tushaar Gangavarapu, AdityaJayasimha,, Gokul S.Krishnan, Sowmya Kamath S " Predicting ICD-9 Code Groups with Fuzzy Similarity based Supervised Multi-Label Classification of Unstructured Clinical Nursing Notes" Knowledge Based Systems, Elsevier, ISSN: 1532-0464, 2019 [SCI, IF: 5.101
  18. Aditya Jayasimha, Rahul M, Sowmya Kamath S, "Nature-inspired Query Optimization Models for Medical Information Retrieval with Relevance Feedback", International Journal of Advanced Intelligence Paradigms, Inderscience Publishers, ISSN 1755-0394. [Scopus] (To Appear)
  19. Gokul S Krishnan and Sowmya Kamath S, "Ontology-driven Text Feature Modeling for Disease Prediction using Unstructured Radiological Notes", Computación y Sistemas (CyS), ISSN 2007-9737, print ISSN 1405-5546. [Scopus]
  20. Gokul S. Krishnan, Sowmya Kamath S., "A novel GA-ELM model for patient-specific mortality prediction over large-scale lab event data", Applied Soft Computing, Volume 80, 2019, Pages 525-533, ISSN 1568-4946, https://doi.org/10.1016/j.asoc.2019.04.019. [SCI, Scopus, IF: 4.8]
  21. Sowmya Kamath S and Ananthanarayana V.S, "Discovering composable web services using functional semantics and service dependencies based on natural language requests", Journal on Information System Frontiers, Springer Hiedelberg, ISSN: 1387-3326, Volume 19, pg 1-15, 2019. (DOI: 10.1007/s10796-017-9738-2) [SCI, IF 2.248]
  22. Medhini G. Narasimhan, S. SowmyaKamath " Dynamic Video Anomaly Detection and Localization using Sparse Autoencoders" Multimedia Tools and Applications, Springer Publishers, Volume 76, pg 1-23, ISSN: 1380-7501, SCI, IF 2.10
  23. Tushaar Gangavarapu, Nagamma Patil, "A novel filter–wrapper hybrid greedy ensemble approach optimized using the genetic algorithm to reduce the dimensionality of high-dimensional biomedical datasets" Applied Soft Computing Journal, Elsevier, August 2019.
  24. Manjunath K Vanahalli, Nagamma Patil, "An efficient parallel row enumerated algorithm for mining frequent colossal closed itemsets from high dimensional datasets", Information Sciences Elsevier, September 2019 Top of Form
  25. Manjunath K Vanahalli, Nagamma Patil, " An efficient dynamic switching algorithm for mining colossal closed itemsets from high dimensional datasets" , Data and Knowledge Engineering Elsevier, September 2019,
  26. PrinceKumar, SanjayBankapur, NagammaPatil, "An enhanced protein secondary structure prediction using deep learning framework on hybrid profile based features", Applied Soft Computing Journal Elsevier, November 2019.
  27. Kiranpreet Kaur, Nagamma Patil, " A Fast and Novel Approach Based on Grouping and Weighted mRMR for Feature Selection and Classification of Protein Sequence Data" International Journal of Data Mining and Bioinformatics Inderscience, November 2019.
  28. Kumar, M.A., Premjith, B., Singh, S., Rajendran, S., Soman, K.P." An overview of the shared task on machine translation in Indian languages (MTIL)-2017, (2019) Journal of Intelligent Systems, 28 (3), pp. 455-464. DOI: 10.1515/jisys-2018-0024
  29. Manjusha, K., Kumar, M.A., Soman, K.P, "On developing handwritten character image database for Malayalam language script" (2019) Engineering Science and Technology, an International Journal, 22 (2), pp. 637-645. DOI: 10.1016/j.jestch.2018.10.011
  30. Mr. Dinesh Naik, "Fast interactive superpixel based image region generation" International Journal of Innovative Technology and Exploring Engineering, 2019
 
 


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Department of Information Technology, NITK, Surathkal,
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