Research Output

2020

A classification model for prediction of clinical severity level using qSOFA medical score

Olivia, D., Nayak, A., Balachandra, M. & John, J., 01-01-2020, (Accepted/In press) In : Information Discovery and Delivery.

Research output: Contribution to journalArticle

A List based Redundancy Removal Approach by Mining Closed and Non-Derivable Frequent Itemsets

Jashma Suresh, P. P., Dinesh Acharya, U. & Subba Reddy, N. V., 05-2020, Proceedings of the International Conference on Intelligent Computing and Control Systems, ICICCS 2020. Institute of Electrical and Electronics Engineers Inc., p. 52-58 7 p. 9121071. (Proceedings of the International Conference on Intelligent Computing and Control Systems, ICICCS 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A quantitative validation of segmented colon in virtual colonoscopy using image moments

Manjunath, K. N., Prabhu, G. K. & Siddalingaswamy, P. C., 01-01-2020, (Accepted/In press) In : Biomedical Journal.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Automated fundus image quality assessment and segmentation of optic disc using convolutional neural networks

Bhatkalkar, B., Joshi, A., Prabhu, S. & Bhandary, S., 01-01-2020, In : International Journal of Electrical and Computer Engineering. 10, 1, p. 816-827 12 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Crop and weed discrimination using laws’ texture masks

Kamath, R., Balachandra, M. & Prabhu, S., 01-01-2020, In : International Journal of Agricultural and Biological Engineering. 13, 1, p. 191-197 7 p.

Research output: Contribution to journalArticle

Early detection of foot complications using a thermal profiler of plantar surface

Manohara Pai, M. M., Jain, K., Manjunath, K. N., Kolekar, S. V. & Pai, R. M., 01-01-2020, In : International Journal of Sensor Networks. 33, 1, p. 16-24 9 p.

Research output: Contribution to journalArticle

Improving the Performance of Convolutional Neural Network for the Segmentation of Optic Disc in Fundus Images Using Attention Gates and Conditional Random Fields

Bhatkalkar, B. J., Reddy, D. R., Prabhu, S. & Bhandary, S. V., 01-01-2020, In : IEEE Access. 8, p. 29299-29310 12 p., 8986563.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

LAM-CIoT: Lightweight authentication mechanism in cloud-based IoT environment

Wazid, M., Das, A. K., Bhat K, V. & Vasilakos, A. V., 15-01-2020, In : Journal of Network and Computer Applications. 150, 102496.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Machine learning models for drug–target interactions: current knowledge and future directions

D'Souza, S., Prema, K. V. & Balaji, S., 04-2020, In : Drug Discovery Today. 25, 4, p. 748-756 9 p.

Research output: Contribution to journalReview article

Titration machine: A new approach using arduino

Vijayalaxmi, Ashwin, S. H. & Harish, S. V., 01-01-2020, Intelligent Computing Techniques for Smart Energy Systems - Proceedings of ICTSES 2018. Kalam, A., Niazi, K. R., Soni, A., Siddiqui, S. A. & Mundra, A. (eds.). Springer Paris, p. 125-131 7 p. (Lecture Notes in Electrical Engineering; vol. 607).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

A Comparative Study to find an Effective Image Segmentation Technique using Clustering to obtain the Defective Portion of an Apple

Mhapne, N. V., Harish, S. V., Kini, A. S. & Narendra, V. G., 01-04-2019, 2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 304-309 6 p. 8776751. (2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adaptive best mother wavelet based compressive sensing algorithm for energy efficient ecg signal compression in WBAN node

Kunabeva, R., Manjunatha, P. & Narendra, V. G., 01-08-2019, In : International Journal of Innovative Technology and Exploring Engineering. 8, 10, p. 685-692 8 p.

Research output: Contribution to journalArticle

Open Access

Adaptive cluster based model for fast video background subtraction

Muralikrishna, S. N., Muniyal, B. & Dinesh Acharya, U., 01-01-2019, In : International Journal of Advanced Computer Science and Applications. 10, 12, p. 689-696 8 p.

Research output: Contribution to journalArticle

Adaptive downlink packet scheduling in LTE networks based on queue monitoring

Adesh, N. D. & Renuka, A., 01-08-2019, In : Wireless Networks. p. 1-18 18 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Adaptive Receiver-Window Adjustment for Delay Reduction in LTE Networks

Adesh, N. D. & Renuka, A., 01-01-2019, In : Journal of Computer Networks and Communications. 2019, 3645717.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

A Mean Quantization Watermarking Scheme for Audio Signals Using Singular-Value Decomposition

Bhat, K. V., Das, A. K. & Lee, J. H., 01-01-2019, In : IEEE Access. 7, p. 157480-157488 9 p., 8883159.

Research output: Contribution to journalArticle

Open Access

A parallel algorithm to hide an image in an image for secured steganography

Kini, N. G., Gautam & Kini, V. G., 01-01-2019, Studies in Computational Intelligence. Springer Verlag, p. 585-594 10 p. (Studies in Computational Intelligence; vol. 771).

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

A Peer to Peer Money Transfer Using SHA256 and Merkle Tree

Dhumwad, S., Sukhadeve, M., Naik, C., Kn, M. & Prabhu, S., 15-04-2019, Proceedings - 23rd Annual Conference on Advanced Computing and Communications, ADCOM 2017. Institute of Electrical and Electronics Engineers Inc., p. 40-43 4 p. 8691933. (Proceedings - 23rd Annual Conference on Advanced Computing and Communications, ADCOM 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

A Review of Application of Computer-vision for Quality Grading of Food Products

Shetty, D. K., Acharya, U. D., Malarout, N., Gopakumar, R. & Prajual, P. J., 01-04-2019, 2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 297-303 7 p. 8776763. (2019 International Conference on Automation, Computational and Technology Management, ICACTM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A secured steganography algorithm for hiding an image in an image

Kini, N. G., Kini, V. G. & Gautam, 01-01-2019, Studies in Computational Intelligence. Springer Verlag, p. 539-546 8 p. (Studies in Computational Intelligence; vol. 771).

Research output: Chapter in Book/Report/Conference proceedingChapter

7 Citations (Scopus)

A Statistical approach to evaluate the efficiency and effectiveness of the Machine Learning algorithms analyzing Sentiments

Kumar, A. P., Nayak, A. & Shenoy, K. M., 08-2019, 2019 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9008028. (2019 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Automated detection of melanocytes related pigmented skin lesions: A clinical framework

Pathan, S., Gopalakrishna Prabhu, K. & Siddalingaswamy, P. C., 01-05-2019, In : Biomedical Signal Processing and Control. 51, p. 59-72 14 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Avoiding queue overflow and reducing queuing delay at eNodeB in LTE networks using congestion feedback mechanism

N.D., A. & A., R., 15-10-2019, In : Computer Communications. 146, p. 131-143 13 p.

Research output: Contribution to journalArticle

Calculation of area and perimeter of guntur and byadagi chilli images-a fourier transformation

Shetty, D. K., Acharya, D. U., Prajual, P. J., Malarout, N. & Narendra, V. G. U., 01-09-2019, In : International Journal of Recent Technology and Engineering. 8, 3, p. 4816-4819 4 p.

Research output: Contribution to journalArticle

Open Access

Cluster based architecture for Cognitive Radio Network

Ramachandran, M., Venkatarama, H. S. & Hebbar, S., 01-01-2019, In : Journal of Computer Science. 15, 1, p. 10-26 17 p.

Research output: Contribution to journalArticle

Comparative Study of Lightweight Hashing Functions for Resource Constrained Devices of IoT

Rao, V. & Prema, K. V., 12-2019, CSITSS 2019 - 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution, Proceedings. Institute of Electrical and Electronics Engineers Inc., 9031038. (CSITSS 2019 - 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Competitive coevolution for color image steganography

Ahuja, S., Kumar, C. U. & Hemalatha, S., 05-2019, 2019 International Conference on Intelligent Computing and Control Systems, ICCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 719-723 5 p. 9065844. (2019 International Conference on Intelligent Computing and Control Systems, ICCS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data residency as a service: A secure mechanism for storing data in the cloud

Rao, K. R. & Nayak, A., 01-01-2019, In : International Journal of Embedded Systems. 11, 4, p. 397-418 22 p.

Research output: Contribution to journalArticle

Design of a blind quantization-based audio watermarking scheme using singular value decomposition

Bhat K, V., Das, A. K. & Lee, J. H., 01-01-2019, (Accepted/In press) In : Concurrency Computation. e5253.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Development and validation of functional based grading for macular diseases

Asjad Nabeel, P., Ve, R. S., Siddalingaswamy, P. C., Murari, S., Ray, A., Bhat, S. & Madeswaran, G., 01-01-2019, In : Journal of Computational Methods in Sciences and Engineering. 19, 2, p. 533-540 8 p.

Research output: Contribution to journalArticle

Development of real time analytics of movies review data using PySpark

Aithal, P. K., Dinesh Acharya, U. & Geetha, M., 01-03-2019, In : International Journal of Recent Technology and Engineering. 7, 6, p. 497-500 4 p.

Research output: Contribution to journalArticle

Development of real time analytics of movies review data using PySpark

Aithal, P. K., Dinesh Acharya, U. & Geetha, M., 01-01-2019, In : International Journal of Recent Technology and Engineering. 7, 5, p. 542-545 4 p.

Research output: Contribution to journalReview article

Empirical Analysis of MapReduce Job Scheduling with respect to Energy Consumption of Clusters

D'souza, S. & Prema, K. V., 08-2019, 2019 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9007941. (2019 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics, DISCOVER 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Energy efficient routing in WSNs using delay aware dynamic routing protocol

Thirumoorthy, P., Kalyanasundaram, P., Karupusamy, S. & Prabhu, S., 01-01-2019, In : Journal of Critical Reviews. 6, 6, p. 455-459 5 p.

Research output: Contribution to journalReview article

2 Citations (Scopus)

Identifying Significant Macroeconomic Indicators for Indian Stock Markets

Aithal, P. K., Acharya Dinesh, U. & Geetha, M., 01-01-2019, In : IEEE Access. 7, p. 143829-143840 12 p., 8859186.

Research output: Contribution to journalArticle

Open Access

Implementing and Testing of Internet of Things (IoT) Technology in Agriculture and Compare the Application Layer Protocols: Message Queuing Telemetry Transport (MQTT) and Hyper Text Transport Protocol (HTTP)

Maha Kavya Sri, J., Narendra, V. G. & Pai, V., 01-01-2019, Advanced Informatics for Computing Research - 3rd International Conference, ICAICR 2019, Revised Selected Papers. Luhach, A. K., Jat, D. S., Hawari, K. B. G., Gao, X-Z. & Lingras, P. (eds.). Springer Paris, p. 320-333 14 p. (Communications in Computer and Information Science; vol. 1076).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Implementing and testing of IoT technology in agriculture

Maha Kavya Sri, J., Narendra, V. G. & Pai, V., 01-03-2019, In : International Journal of Recent Technology and Engineering. 7, 6, p. 848-852 5 p.

Research output: Contribution to journalArticle

Improving the performance of MANETs to suit for IoT-based applications

Balachandra, M. & Prema, K. V., 01-01-2019, In : International Journal of Networking and Virtual Organisations. 21, 2, p. 187-200 14 p.

Research output: Contribution to journalArticle

Intelligent computer vision system for vegetables and fruits quality inspection using soft computing techniques

Narendra, V. G. & Gundad, A. V., 01-10-2019, In : Agricultural Engineering International: CIGR Journal. 21, 3, p. 171-178 8 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Intelligent System to Classify Peanuts Varieties Using K-Nearest Neighbors (K-NN) and Support Vector Machine (SVM)

Narendra, V. G. & Govardhan Hegde, K., 01-01-2019, Advanced Informatics for Computing Research - 3rd International Conference, ICAICR 2019, Revised Selected Papers. Luhach, A. K., Jat, D. S., Hawari, K. B. G., Gao, X-Z. & Lingras, P. (eds.). Springer Paris, p. 359-368 10 p. (Communications in Computer and Information Science; vol. 1075).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent System to Evaluate the Quality of Orange, Lemon, Sweet Lime and Tomato Using Back-Propagation Neural-Network (BPNN) and Probabilistic Neural Network (PNN)

Narendra, V. G. & Govardhan Hegde, K., 01-01-2019, Advanced Informatics for Computing Research - 3rd International Conference, ICAICR 2019, Revised Selected Papers. Luhach, A. K., Jat, D. S., Hawari, K. B. G., Gao, X-Z. & Lingras, P. (eds.). Springer Paris, p. 369-382 14 p. (Communications in Computer and Information Science; vol. 1075).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Light-weight hashing method for user authentication in Internet-of-Things

Rao, V. & Prema, K. V., 01-06-2019, In : Ad Hoc Networks. 89, p. 97-106 10 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Melanoma Detection in Dermoscopic Images using Color Features

Pathan, S., Aggarwal, V., Gopalakrishna Prabhu, K. & Siddalingaswamy, P. C., 01-03-2019, In : Biomedical and Pharmacology Journal. 12, 1, p. 107-115 9 p.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

MIT manipal at ImageCLef 2019 visual question answering in medical domain

Thanki, A. & Makkithaya, K., 01-01-2019, In : CEUR Workshop Proceedings. 2380

Research output: Contribution to journalConference article

New gossiping protocol for routing data in sensor networks for precision agriculture

Sneha, K., Kamath, R., Balachandra, M. & Prabhu, S., 01-01-2019, Soft Computing and Signal Processing - Proceedings of ICSCSP 2018. Wang, J., Mohana Reddy, G. R., Reddy, V. S. & Prasad, V. K. (eds.). Springer Verlag, p. 139-152 14 p. (Advances in Intelligent Systems and Computing; vol. 898).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

No-reference fundus image quality assessment using convolutional neural network

Bhatkalkar, B. J., Reddy, D. R., Dasu, V. A., Raykar, A., Prabhu, S., Bhandary, S. & Hegde, G., 01-04-2019, In : International Journal of Recent Technology and Engineering. 7, 6, p. 663-667 5 p.

Research output: Contribution to journalArticle

Optimizing neural networks for medical data sets: A case study on neonatal apnea prediction

Shirwaikar, R. D., Acharya U, D., Makkithaya, K., M, S., Srivastava, S. & Lewis U, L. E. S., 01-07-2019, In : Artificial Intelligence in Medicine. 98, p. 59-76 18 p.

Research output: Contribution to journalArticle