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Research Publications

Papers Published in Journals 2015-16
Dr. V. Ravi, Professor
  • "Probabilistic Neural Network based Categorical Data Imputation"
    -- Knowledge Based Systems, 2016, by K. J. Nishanth and V. Ravi (Accepted)
  • "Evolutionary Computing Applied to Customer Relationship Management: A Survey"
    -- Engineering Applications of Artificial Intelligence, Vol. 56, pp.30-59, 2016, by CG. Jaya Krishna and V. Ravi
  • "Dynamic Resource Demand Prediction and Allocation in Multi‐tenant Service Clouds"
    -- Concurrency and Computation: Practice and Experience, January 2016, by M. Verma, G. R. Gangadharan, N. C. Narendra, V. Ravi, V. Inamdar, L. Ramachandran, R. N. Calheiros, R. Buyya
  • "Improving Retail Banking Loans Recovery via Data Mining Techniques: A Case Study from Indian Market"
    -- International Journal of Electronic Customer Relationship Management, Vol. 9, pp. 189-201, September 2015, by V. Ravi,S. Koparkar, N. Prudhviraju, and S. Sridher
  • "Counter Propagation Auto Associative Neural Network based Data Imputation"
    -- Information Sciences, Vol. 325, pp.288-299, December 2015, by C. Gautam and V. Ravi
Dr. B. M. Mehtre, Professor
  • "Analysis of a Multistage Attack Embedded in a Video File"
    -- Information Systems Frontiers, Springer, October 2015, Vol. 17, Issue 5, pp. 1029-1037, by Hiran V Nath, Babu M. Mehtre
Dr. M. V. N. K. Prasad, Associate Professor
  • "Generating Cancellable Fingerprint Templates based on Delaunay Triangle Feature Set Construction"
    -- IET Biometrics, Vol. 5, Issue 2, pp. 131-139, May 2016, by Mulagala Sandhya, Munaga V N K Prasad, Raghavendra Rao Chillarige
  • "Cancelable Fingerprint Cryptosystem using Multiple Spiral Curves and Fuzzy Commitment Scheme"
    -- International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI) (Accepted), Vol. 30, No. 8, 2016, by Mulagala Sandhya, Munaga V.N.K.Prasad
  • "A Hybrid Approach for Generating Secure Fingerprint Templates using Delaunay Neighbor Structures"
    -- International Journal of Trust Management in Computing and Communications (IJTMCC) (Accepted), 2016, by Mulagala Sandhya, Munaga V N K Prasad
  • "Multi-algorithmic Fingerprint Model for Cancelable Template Generation"
    -- International Journal of Trust Management in Computing and Communications (Accepted), 2016, by Munaga V. N. K. Prasad and Jaipal Reddy Anugu
  • "Intra-model Palmprint Recognition using Texture Features"
    -- International Journal of Intelligent Systems Design and Computing (IJISDC) (Accepted), by Y. L. Malathi Latha, Munaga V. N. K. Prasad.
Dr. G. R. Gangadharan, Associate Professor
  • "Computational Intelligence based QoS-aware Web Service Composition: A Systematic Literature Review"
    -- IEEE Transactions on Services Computing, DOI:10.1109/TSC.2015.2473840, Vol. PP, Issue 99, August 27, 2015, by Chandrashekar Jatoth, G.R. Gangadharan, Rajkumar Buyya
  • "Dynamic Resource Demand Prediction and Allocation in Multi-tenant Service Clouds"
    -- Concurrency and Computation: Practice and Experience, Wiley, DOI: 10.1002/cpe.3767, January 28, 2016, by Manish Verma, G.R. Gangadharan, N.C. Narendra, Ravi Vadlamani, Vidyadhar Inamdar, Lakshmi Ramachandran, Rodrigo N. Calheiros, Rajkumar Buyya
  • "Secure Delegation of Services through Proxy Signature with Revocation"
    -- International Journal of Trust Management in Computing and Communications, Inderscience, by Deepnarayan Tiwari, G.R. Gangadharan, Maode Ma
  • "Sourcing Requirements and Designs for Software as a Service "
    -- International Journal of Systems and Service-Oriented Engineering (IJSSOE), IGI Global, Vol. 6, No. 1, pp. 1- 16, 2016, by G.R. Gangadharan, Lorna Uden, Paul Oude Luttighuis.
Dr. P. Syam Kumar, Assistant Professor
  • "An Efficient and Secure Privacy-Preserving Approach for Outsourced Data of Resource Constrained Mobile Devices in Cloud Computing"
    -- Journal of Network and Computer Applications, Elsevier Publications, Vol. 64, pp.12-22, by Syam Kumar Pasupuleti, Subramanian R, Rajkumar Buyya.
Papers Published in Conferences 2015-16
Dr. V. N. Sastry, Professor
  • "Security Testing for Android Mobile Banking Applications (STAMBA)"
    -- 2nd International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2015), Trivandrum, India, December 16-19, 2015, Springer, Vol. 425, pp. 671-683, by Sriramulu Bojjagani and V.N.Sastry
  • "A Secure SMS-based Mobile Banking Protocol (SSMBP) with Formal Verification"
    -- 11th International Conference on Wireless and Mobile Computing, Networking and Communications, Abu Dhabi, UAE, October 19-21, 2015, pp. 252-259, by Sriramulu Bojjagani and V.N.Sastry
  • "Enhancing Performance of MapReduce Framework in Heterogeneous Environments"
    -- 21st IEEE International Conference on Advanced Computing and Communications (ADCOM), IIT Madras, India, September 18-20, 2015, by Nenavath Srinivas Naik, Atul Negi and V. N. Sastry
  • "Cryptanalysis and Improvement of ECC-based Security Enhanced User Authentication Protocol for Wireless Sensor Networks"
    -- International Symposium on Security in Computing and Communications (SSCC’15), Kochi, India, August 10-13, 2015, Springer CCIS 536, pp. 134–145, by Anup Kumar Maurya, V.N.Sastry and S.K. Udgata
Dr. V. Ravi, Professor
  • "Outlier Detection using Evolutionary Computing"
    -- International Conference on Informatics and Analytics, Pondicherry, August, 2016, by G. J. Krishna and V. Ravi (Accepted)
  • "Credit Card Fraud Detection using Big Data Analytics: Use of PSOAANN based One-Class Classification"
    -- International Conference on Informatics and Analytics, Pondicherry, August, 2016, by S. Kamaruddin, V. Ravi (Accepted)
  • "Particle Swarm Optimization Trained Class Association Rule Mining: Application to Phishing Detection"
    -- International Conference on Informatics and Analytics, Pondicherry, August, 2016, by K.Tayal, V. Ravi (Accepted)
  • "FOREX Rate Prediction: A Hybrid Approach using Chaos Theory and Multivariate Adaptive Regression Splines"
    -- FICTA, Bhubaneswar, September 2016, by D. Pradeep Kumar and V. Ravi (Accepted)
  • "Text Document Classification with PCA and One-Class SVM"
    -- FICTA, Bhubaneswar, September, 2016, by B. Shravan Kumar, V. Ravi (Accepted)
  • "One-Class Text Document Classification with OCSVM and LSI"
    -- International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES), May 19-21, 2016, SRM University, Chennai, India, Springer, by B. Shravan Kumar, V. Ravi
  • "Language Identification in Mixed Script Social Media Text"
    -- Forum for Information Retrieval Evaluation (FIRE) Workshops, ISI Calcutta, 2015, pp. 35-39, by S. Nagesh Bhattu, V. Ravi
  • "FOREX Rate Prediction using Chaos and Quantile Regression Random Forest"
    -- 3rd IEEE International Conference on Recent Advances in Information Technology (RAIT-2016), ISM Dhanbad, March 3-5, 2016, pp. 517-522, by D. Pradeep Kumar and V. Ravi
  • "Sentiment Classification of Hinglish Text"
    -- 3rd IEEE International Conference on Recent Advances in Information Technology (RAIT-2016), ISM Dhanbad, March 3-5, 2016, pp. 641-645, by K. Ravi and V. Ravi
  • "A Novel Deep Learning Architecture for Sentiment Classification"
    -- 3rd IEEE International Conference on Recent Advances in Information Technology (RAIT-2016), ISM Dhanbad, March 3-5, 2016, pp. 511-516, by R. Ghosh, K. Ravi and V. Ravi
  • "Fuzzy Association Rule Mining Using Binary Particle Swarm Optimization: Application to Cyber Fraud Analytics"
    --IEEE International Conference on Computational Intelligence and Computing Research (ICCIC-2015), Madurai, Tamil Nadu, December 10-12, 2015, pp. 318-322, by K. Tayal, V. Ravi
  • "Outlier Detection via a Soft Computing Hybrid"
    -- IEEE International Conference on Computational Intelligence and Computing Research (ICCIC-2015), Madurai, Tamil Nadu, December 10-12, 2015, pp. 314-317, 2015, by G. Saini, V. Ravi
  • "Sentiment Analysis Applied to Educational Sector"
    -- IEEE International Conference on Computational Intelligence and Computing Research (ICCIC-2015), Madurai, Tamil Nadu, December 10-12, 2015, pp. 117-122, by K. Ravi, V. Ravi, V. Siddeshwar, Lalit Mohan
  • "Auto Associative Extreme Learning Machine based Non-Linear Principal Component Regression for Big Data Applications"
    -- International Conference on Digital Information Management (ICDIM-2015), Jeju Island, South Korea, October 21-23, 2015, pp. 223-228, by V. Tejasvi Ram, H. Solanki, V. Ravi, Sk. Kamaruddin
  • "Malware Detection Via API Calls, Topic Models and Machine Learning"
    -- IEEE International Conference on Automation Science and Engineering (IEEE-CASE), Gothenburg, Sweden, August 24-28, 2015, pp. 1212-1217, by G. G. Sundarkumar, V. Ravi, I. Nwogu, V. Govindaraju
  • "Modified Harmony Search Threshold Accepting applied to Reliability Optimization of Complex Systems"
    -- 2nd International Conference on Harmony Search Algorithm, Seoul, Korea, August 20-21, 2015, Vol. 382, pp. 169-180, by G. Jaya Krishna and V. Ravi
Dr. B. M. Mehtre, Professor
  • "Detection of Copy-Move Forgery in Images using Segmentation and SURF"
    -- 2nd International Symposium on Signal Processing and Intelligent Recognition Systems, IITMK, Trivandrum, India, December 16 – 19, 2015, by Manu V. T., B. M. Mehtre
  • "Real-Time Automatic Camera Sabotage Detection for Surveillance Systems"
    -- 2ndInternational Symposium on Signal Processing and Intelligent Recognition Systems, IITMK, Trivandrum, India, December 16 – 19, 2015, by Sitara K., B. M. Mehtre
  • "Visual Artifacts Based Image Splicing Detection in Uncompressed Images"
    -- EEE International Conference on Computer Graphics, Vision and Information Security (CGVIS), KIIT University, Orissa, India, November 2– 3, 2015, by Manu V. T., B. M. Mehtre
Dr. M. V. N. K. Prasad, Associate Professor
  • "Clustering Based Fingerprint Indexing using Triangle Spiral"
    -- 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), Bangkok, Thailand, November 23-27, 2015, pp. 81-88, by Ashima Jain, Munaga V. N. K. Prasad
  • "A Bio-cryptosystem for Fingerprints using Delaunay Neighbor Structures (DNS) and Fuzzy Commitment Scheme"
    -- 2nd International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS), AISC, Trivandrum, India, Vol. 425, pp. 159-171, December 16-19, 2015, by Maroti Deshmukh and Munaga V. N. K. Prasad
  • "Digital Watermarking using Fractal Coding"
    -- 2nd International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS), AISC, Trivandrum, India, Vol.425, pp. 109-118, December 16-19, 2015, by Rama Seshagiri Rao Channapragada, Munaga V. N. K. Prasad
  • "Cancelable Fingerprint Cryptosystem based on Convolution Coding"
    -- 2nd International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS), AISC, Trivandrum, India, Vol. 425, pp. 145-157, December 16-19, 2015, by Mulagala Sandhya, Munaga V.N.K Prasad
  • "Selected Context Dependent Prediction for Reversible Watermarking with Optimal Embedding"
    -- International Conference on Computer Vision and Image Processing (CVIP), Roorkee, India, February 26-28, 2016 (Accepted), by Ravi Uyyala, Munaga V.N.K Prasad, Rajarshi Pal
  • "Gradient Dependent Reversible Watermarking with Low Embedding Impact"
    -- 3rd International Conference on Signal Processing and Integrated Networks (SPIN) (Accepted), Noida, Delhi, February 11-12, 2016 by Ravi Uyyala, Rajarshi Pal, Munaga V. N. K Prasad
  • "Palmprint Retrieval based on Match Score and Decision Level Fusion"
    -- 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI), Kochi, India, August 10-13, 2015, pp. 1591 – 1595, by Ilaiah Kavati, Munaga V. N. K. Prasad and Chakravarthy Bhagvati
  • "Multi-Secret Sharing Threshold Access Structure"
    -- 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI),Kochi, India, August 10-13, 2015, pp. 1585 – 1590, by L. Siva Reddy and Munaga V. N. K. Prasad
Dr. G. R. Gangadharan, Associate Professor
  • "Towards an 'Internet of Things' Framework for Financial Services Sector"
    -- 3rd IEEE International Conference on Recent Advances in Information Technology (RAIT'16), ISM Dhanbad, March 3-5, 2016, by Vemula Dinesh Reddy and Gangadharan G.R.
  • "Secure Sharing of Data in Cloud Computing"
    -- 3rd International Symposium on Security in Computing and Communications (SSCC'15), Vol. 536, pp. 24-25, Kochi, India, August 10-13, 2015 [Springer] [DBLP & Scopus], by Deepnarayan Tiwari and Gangadharan G.R.
  • "Provable Secure Protected Designated Proxy Signature with Revocation"
    -- International Conference on Advances in Computing, Communications and Informatics (ICACCI-2015), Kochi, India, August10-13, 2015 [IEEE] [DBLP], by Deepnarayan Tiwari and Gangadharan G.R. and Maode Ma
  • "A Novel Secure Cloud Storage Architecture Combining Proof of Retrievability and Revocation"
    -- International Conference on Advances in Computing, Communications and Informatics (ICACCI-2015), Kochi, India, August 10-13, 2015 [IEEE] [DBLP], by Deepnarayan Tiwari and Gangadharan G.R.
Dr. Rajarshi Pal, Assistant Professor
  • "Selected Context Dependent Prediction for Reversible Watermarking with Optimal Embedding"
    -- International Conference on Computer Vision and Image Processing, Roorkee, India, February 26-28, 2016, by R. Uyyala, M. V. N. K. Prasad, and R. Pal
  • "Gradient Dependent Reversible Watermarking with Low Embedding Impact"
    -- 3rd International Conference on Signal Processing and Integrated Networks, Noida, India, February 11-12, 2016, by R. Uyyala, R. Pal, and M. V. N. K. Prasad.
  • "Detection and Extraction of Pantograph Region from Bank Cheque Images"
    -- 3rd International Conference on Signal Processing and Integrated Networks, Noida, India, February 11-12, 2016, by A. Ali and R. Pal
  • "Constrained Maximization of Saliency of Intended Objects for Guiding Attention"
    -- 12th IEEE India International Conference-INDICON, pp. 1-6, New Delhi, India, December 17-20, 2015, by R. K. Kumar and R. Pal
  • "Line Based Extraction of Important Regions from a Cheque Image"
    -- 8th International Conference on Contemporary Computing, Noida, India, August 20-22, 2015, pp. 183-189, by P. Dansena, K. P. Kumar, and R. Pal
  • "Saliency Based Image Steganography with Varying Base SDS and Multi-Objective Genetic Algorithm"
    -- 4th International Conference on Advances in Computing, Communications, and Informatics, Kochi, India, August 10-13, 2015, pp.1966-1974, by P. Dansena, K. P. Kumar, and R. Pal
Dr. P. Syam Kumar, Assistant Professor
  • "Simulated Raindrop Algorithm to Mitigate DDoS Attacks in Cloud Computing"
    -- 6th International Conference on Computer and Communication Technology 2015 (ICCCT '15), MNNIT, Allahabad, UP, India, September 25-27, 2015, pp. 412-418, by Sorab Bhagat, Syam Kumar Pasupuleti
  • "LT-Hitchhiker's XOR Framework for Cloud Storage Systems"
    -- 12th IEEE India International Conference, INDICON-2015, New Delhi, India, December 17-20, 2015, by Sasidher Chemisetty, Syam Kumar Pasupuleti.
Dr. S. Nagesh Bhattu, Assistant Professor
  • "Language Identification in Mixed Script Social Media Text"
    -- Forum for Information Retrieval Evaluation (FIRE) Workshops, ISI Calcutta, 2015, pp. 35-39, by S. Nagesh Bhattu, V. Ravi
Papers Published in Books 2015-16
Dr. M. V. N. K. Prasad, Associate Professor
  • "Digital Watermarking Techniques in Curvelet and Ridgelet Domain"
    -- Springer, 2016, by Rama Seshagiri Rao Channapragada, Munaga. V. N. K. Prasad
Dr. Rajarshi Pal, Assistant Professor
  • "Innovative Research in Attention Modeling and Computer Vision Applications"
    -- IGI Global, October 2015, by Ed. R. Pal.
Papers Published in Book Chapters 2015-16
Dr. M. V. N. K. Prasad, Associate Professor
  • "Biometric Template Protection: A Systematic Literature Review of Approaches, Modalities"
    -- in Book: Biometric Security and Privacy – Opportunities & Challenges in The Big Data Era, Springer, 2016, by Mulagala Sandhya, Munaga V.N.K Prasad (Eds.:Somaya Al-Maadeed, Richard Jiang, Danny Crookes, Azeddine Beghdadi, Ahmed Bouridane)
Dr. G. R. Gangadharan, Associate Professor
  • "Open Source Cloud Software Solutions"
    -- in Book: Encyclopedia of Cloud Computing, Wiley, 2016, by G. R. Gangadharan, Deepnarayan Tiwari, Lalit Sangavarapu, Shakti Mishra, Abraham Williams, Srimanyu Timmaraju
Dr. Rajarshi Pal, Assistant Professor
  • "Applications of Visual Attention in Image Processing, Computer Vision, and Graphics"
    -- in Book: Innovative Research in Attention Modeling and Computer Vision Applications (R. Pal eds.), IGI Global, pp. 45-68, October 2015, by R. Pal
  • "Content-Aware Image Retargeting: A Survey"
    -- in Book: Innovative Research in Attention Modeling and Computer Vision Applications (R. Pal eds.), IGI Global, pp. 115-131, October 2015, by R. Pal and P. C. Tripathi.
Frameworks 2015-16
  • "IT Vendor Management: Principles & Practices"
    -- An IDRBT Publication, October 2015, by Dr. G. R. Gangadharan, Shri B. Shandilya and Team.
IDRBT Staff Paper Series 2015-16
  • "Payment Systems"
    -- An IDRBT Publication, April 2016, by Shri G. Raghuraj, Dr. Nagesh B. Sristy, Dr. N. P. Dhavale, Ms. R. Jayalakshmi, Dr. M. V. N. K. Prasad and Dr. S. Ananth.
  • "Mobile Banking"
    -- An IDRBT Publication, October 2015, by Dr. N. Raghu Kisore, Shri S. Lalit Mohan, Dr. M. V. N. K. Prasad and Dr. S. Ananth.
Booklet on IBAC and PSIC
  • "Payment System Innovation Contest"
    -- An IDRBT Publication, June 2016, by Dr. N. P. Dhavale
  • "IDRBT Banking Application Contest"
    -- An IDRBT Publication, April 2016, by Dr. N. Raghu Kisore and Dr. Rajarshi Pal.