Department of Computer Science and Engineering, Manipal Institute of Technology, Manipal

Research output

Research output per year 1996 2018 2019 2020 2021 2022 2023

• 3910 Citations
• 27 h-index
• 281 Article
• 255 Conference contribution
• 25 Conference article
• 21 Review article
• 25 More
  • 19 Chapter
  • 2 Paper
  • 2 Short survey
  • 1 Comment/debate
  • 1 Editorial

Research output per year

Research output per year

Search results

• 2023

  ACCELERATED NOVEL LOCAL TEXTURE FEATURE EXTRACTION ON A GPU

  Masur, O. A., Badanidiyoor, A. R., Kini, N. G. & Chandrashekara, V. H., 04-2023, In: ICIC Express Letters. 17, 4, p. 439-448 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Textures 100%
  • Feature extraction 96%
  • Object recognition 43%
  • Image retrieval 43%
  • Object detection 42%

• Acoustic scene classification using projection Kervolutional neural network

  Mulimani, M., Nandi, R. & Koolagudi, S. G., 03-2023, In: Multimedia Tools and Applications. 82, 6, p. 9447-9457 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Acoustics 100%
  • Neural networks 74%
  • Audio recordings 24%
  • Convolutional neural networks 15%
  • Polynomials 13%
  1 Citation (Scopus)

• A Decision Support System for Diagnosis of COVID-19 from Non-COVID-19 Influenza-like Illness Using Explainable Artificial Intelligence

  Chadaga, K., Prabhu, S., Bhat, V., Sampathila, N., Umakanth, S. & Chadaga, R., 04-2023, In: Bioengineering. 10, 4, 439.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Decision support systems 100%
  • Chain Reaction 96%
  • Artificial intelligence 85%
  • Polymerase chain reaction 72%
  • Classifier 66%
  3 Citations (Scopus)

• A Distinctive Explainable Machine Learning Framework for Detection of Polycystic Ovary Syndrome

  Khanna, V. V., Chadaga, K., Sampathila, N., Prabhu, S., Bhandage, V. & Hegde, G. K., 04-2023, In: Applied System Innovation. 6, 2, 32.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Ovary 100%
  • Artificial Intelligence 69%
  • Classifier 65%
  • Machine Learning 64%
  • Artificial intelligence 51%
  5 Citations (Scopus)

• A genetic algorithm coupled with tree-based pruning for mining closed association rules

  Poovan, J. S. P., Udupi, D. A. & Reddy, N. V. S., 06-2023, In: International Journal of Electrical and Computer Engineering. 13, 3, p. 2876-2890 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Association rules 100%
  • Genetic algorithms 64%
  • Data storage equipment 33%
  • Redundancy 31%
  • Experiments 6%

• A machine learning and explainable artificial intelligence approach for predicting the efficacy of hematopoietic stem cell transplant in pediatric patients

  Chadaga, K., Prabhu, S., Sampathila, N. & Chadaga, R., 11-2023, In: Healthcare Analytics. 3, 100170.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Machine Learning 85%
  • Hematopoietic Stem Cells 74%
  • Donor 51%
  • Pediatrics 48%

• A machine learning and explainable artificial intelligence triage-prediction system for COVID-19

  Khanna, V. V., Chadaga, K., Sampathila, N., Prabhu, S. & Rajagopala Chadaga, P., 06-2023, In: Decision Analytics Journal. 7, 100246.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Oversampling 100%
  • Machine Learning 93%
  • Artificial Intelligence 84%
  • Random forests 75%
  • Artificial intelligence 62%

• An anonymization-based privacy-preserving data collection protocol for digital health data

  Andrew, J., Eunice, R. J. & Karthikeyan, J., 2023, In: Frontiers in Public Health. 11, 1125011.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Privacy 100%
  • privacy 69%
  • Health 40%
  • health 37%
  • Healthcare 24%

• A New Scalable and Secure Access Control Scheme using Blockchain Technology for IoT

  N, S., K, V. B., Rajarajan, M. & Das, A. K., 2023, (Accepted/In press) In: IEEE Transactions on Network and Service Management. p. 1 1 p.

  Research output: Contribution to journal › Article › peer-review

  • Blockchain 100%
  • Access control 80%
  • Internet of things 71%
  • Ethereum 14%
  • Curbs 12%

• An interactive web-based tool for predicting and exploring brain cancer survivability

  Nath, G., Coursey, A., Li, Y., Prabhu, S., Garg, H., Halder, S. C. & Sengupta, S., 11-2023, In: Healthcare Analytics. 3, 100132.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Spreading 100%
  • Brain Neoplasms 88%
  • Machine Learning 53%
  • Survival 39%
  • Time 33%

• A novel approach to generate distractors for Multiple Choice Questions

  Kumar, A. P., Nayak, A., Manjula Shenoy, K., Goyal, S. & Chaitanya, 01-09-2023, In: Expert Systems with Applications. 225, 120022.

  Research output: Contribution to journal › Article › peer-review

  • Ontology 100%

• A Novel Framework for the Generation of Multiple Choice Question Stems Using Semantic and Machine-Learning Techniques

  Kumar, A. P., Nayak, A., K, M. S., Chaitanya & Ghosh, K., 2023, (Accepted/In press) In: International Journal of Artificial Intelligence in Education.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Machine Learning 100%
  • Semantics 77%
  • semantics 72%
  • Framework 52%
  • Evaluation 33%

• A prediction model for flexural strength of corroded prestressed concrete beam using artificial neural network

  Bhagwat, Y., Nayak, G., Bhat, R. & Kamath, M., 2023, In: Cogent Engineering. 10, 1, 2187657.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Prestressed concrete 100%
  • Bend Strength 98%
  • Bending strength 86%
  • Industry 65%
  • Corrosion 64%

• A probabilistic public key encryption switching scheme for secure cloud storage

  Bhat, R., Sunitha, N. R. & Iyengar, S. S., 02-2023, In: International Journal of Information Technology (Singapore). 15, 2, p. 675-690 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Public Key Encryption 100%
  • Cryptography 57%
  • Non-malleability 39%
  • Public key 30%
  • Encryption 27%
  1 Citation (Scopus)

• A trusted IoT data sharing and secure oracle based access for agricultural production risk management

  T., M., Makkithaya, K. & V.G., N., 01-2023, In: Computers and Electronics in Agriculture. 204, 107544.

  Research output: Contribution to journal › Article › peer-review

  • risk management 100%
  • Data Sharing 88%
  • Risk management 83%
  • insurance 79%
  • agricultural production 78%
  1 Citation (Scopus)

• Automatic liver tumor segmentation on multiphase computed tomography volume using SegNet deep neural network and K-means clustering

  Pattwakkar, V. N., Kamath, S., Kanabagatte Nanjundappa, M. & Kadavigere, R., 03-2023, In: International Journal of Imaging Systems and Technology. 33, 2, p. 729-745 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Liver 100%
  • K-means clustering 93%
  • Tumors 85%
  • Deep neural networks 80%
  • Tomography 80%

• Deep Learning-Based Modeling of Drug–Target Interaction Prediction Incorporating Binding Site Information of Proteins

  D’Souza, S., Prema, K. V., Balaji, S. & Shah, R., 06-2023, In: Interdisciplinary Sciences – Computational Life Sciences. 15, 2, p. 306-315 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Binding sites 100%
  • Deep Learning 98%
  • Proteins 65%
  • Deep learning 63%
  • Binding Sites 55%

• Dosimetric Study to Estimate Deviations in Delivered Radiation Dose due to Occluded Air Spaces in Vaginal Vault Brachytherapy Applications

  Srinivas, C., Banerjee, S., Lobo, D., Athiyamaan, M. S., Ramamoorthy, R., Johan, S., Abhishek, K., Ajaykumar, S. & Kumar E S, A., 01-05-2023, In: Asian Pacific journal of cancer prevention : APJCP. 24, 5, p. 1659-1666 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Brachytherapy 100%
  • Air 73%
  • air 71%
  • Radiation 68%
  • medication 44%

• IoT Enabled Soil Moisture and Heat Level Prediction Using Chimp Shuffled Shepherd Optimization-Based Deep LSTM for Plant Health Monitoring

  Bhamidipati, K., Sriramakrishnan, G. V., Daniya, T. & Ragaventhiran, J., 2023, (Accepted/In press) In: International Journal of Information Technology and Decision Making. 2350031.

  Research output: Contribution to journal › Article › peer-review

  • Soil moisture 100%
  • Internet of things 60%
  • Health 53%
  • Monitoring 40%
  • Hot Temperature 34%

• Leveraging Vision Attention Transformers for Detection of Artificially Synthesized Dermoscopic Lesion Deepfakes Using Derm-CGAN

  Sharafudeen, M., J, A. & Chandra S. S, V., 03-2023, In: Diagnostics. 13, 5, 825.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Ocular Vision 100%
  • Multimedia 81%
  • Skin 65%
  • Benchmarking 64%
  • Diagnostic Imaging 61%

• Localization of lung abnormalities on chest X-rays using self-supervised equivariant attention

  D’Souza, G., Reddy, N. V. S. & Manjunath, K. N., 02-2023, In: Biomedical Engineering Letters. 13, 1, p. 21-30 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • X rays 100%
  • Affine transforms 41%
  • Pixels 41%
  • Random access storage 30%
  • Graphics processing unit 25%

• Mining frequent Itemsets from transaction databases using hybrid switching framework

  Jashma Suresh, P. P., Dinesh Acharya, U. & Reddy, N. V. S., 2023, (Accepted/In press) In: Multimedia Tools and Applications.

  Research output: Contribution to journal › Article › peer-review

  • Data structures 100%
  • Merging 59%
  • Data storage equipment 55%
  • Computer programming languages 27%
  • Data mining 25%

• Mobile-Chain: Secure blockchain based decentralized authentication system for global roaming in mobility networks

  M., I., Raj, M., Mishra, V. K., R., S., Das, A. K. & K., V. B., 15-02-2023, In: Computer Communications. 200, p. 1-16 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Blockchain 100%
  • Authentication 73%
  • Network protocols 48%
  • Ethereum 21%
  • Secure communication 15%

• Modeling Daily Reference Evapotranspiration from Climate Variables: Assessment of Bagging and Boosting Regression Approaches

  T R, J., Reddy, N. S. & Acharya, U. D., 02-2023, In: Water Resources Management. 37, 3, p. 1013-1032 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Evapotranspiration 100%
  • evapotranspiration 53%
  • climate 32%
  • modeling 24%
  • Crops 22%

• Real-Time Portfolio Management System Utilizing Machine Learning Techniques

  Aithal, P. K., Geetha, M., Dinesh Acharya, U., Savitha, B. & Menon, P., 2023, In: IEEE Access. 11, p. 32595-32608 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Machine learning 100%
  • K-means clustering 76%
  • Genetic algorithms 48%
  • Industry 29%

• Sign2Pose: A Pose-Based Approach for Gloss Prediction Using a Transformer Model

  Eunice, J., Andrew, J., Sei, Y. & Hemanth, D. J., 03-2023, In: Sensors. 23, 5, 2853.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • transformers 100%
  • Sign Language 96%
  • Psychology Recognition 83%
  • Drop 81%
  • Chemical Transformation 59%
  1 Citation (Scopus)

• Techniques of deep learning and image processing in plant leaf disease detection: a review

  Kini, A. S., Reddy, P. K. V. & Pai, S. N., 06-2023, In: International Journal of Electrical and Computer Engineering. 13, 3, p. 3029-3040 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep learning 100%
  • Image processing 87%
  • Computer vision 47%
  • Precision agriculture 39%
  • Pesticides 38%
• 2022

  A Blockchain Based Decentralized Identifiers for Entity Authentication in Electronic Health Records

  Manoj, T., Makkithaya, K. & Narendra, V. G., 2022, In: Cogent Engineering. 9, 1, 2035134.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Ecosystem 100%
  • Blockchain 97%
  • Authentication 71%
  • Health 61%
  • Wave 38%
  7 Citations (Scopus)

• AI-Assisted Tuberculosis Detection and Classification from Chest X-Rays Using a Deep Learning Normalization-Free Network Model

  Acharya, V., Dhiman, G., Prakasha, K., Bahadur, P., Choraria, A., M, S., J, S., Prabhu, S., Chadaga, K., Viriyasitavat, W. & Kautish, S., 2022, In: Computational Intelligence and Neuroscience. 2022, 1 p., 2399428.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Learning 100%
  • Tuberculosis 98%
  • Network Model 83%
  • Normalization 71%
  • Learning 65%
  9 Citations (Scopus)

• A multithreaded hybrid framework for mining frequent itemsets

  Poovan, J. S. P., Udupi, D. A. & Reddy, N. V. S., 2022, In: International Journal of Electrical and Computer Engineering. 12, 3, p. 3249-3264 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Data structures 100%
  • Data mining 33%
  • Data storage equipment 24%
  1 Citation (Scopus)

• A NEURAL NETWORK BASED DATA MINING APPROACH FOR RECOGNITION OF CHRONIC KIDNEY DISEASE

  Ravindra, B. V., Narendra, V. G. & Shivaprasad, G., 15-03-2022, In: Journal of Theoretical and Applied Information Technology. 100, 5, p. 1369-1377 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Kidney 100%
  • Data Mining 84%
  • Neural Networks 68%
  • Data mining 60%
  • Dialysis 53%

• An Innovative Machine Learning Approach for Classifying ECG Signals in Healthcare Devices

  Kishore, B., Gopal Reddy, A. N., Kumar Chillara, A., Hatamleh, W. A., Haouam, K. D., Verma, R., Dhevi, B. L. & Atiglah, H. K., 2022, In: Journal of Healthcare Engineering. 2022, p. 7194419 7194419.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Machine Learning 100%
  • Electrocardiography 86%
  • Machine learning 64%
  • Delivery of Health Care 53%
  • Equipment and Supplies 52%

• A Novel Auto-Write-Stopping Circuit for SHE + STT-MTJ/CMOS Hybrid ALU

  Barla, P., Joshi, V. K. & Bhat, S., 01-04-2022, In: IEEE Transactions on Electron Devices. 69, 4, p. 1683-1690 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Tunnel junctions 100%
  • Dissipation 77%
  • Torque 44%
  • Networks (circuits) 39%
  • Monte Carlo Method 37%
  2 Citations (Scopus)

• A novel recursive privacy-preserving information retrieval approach for private retrieval

  Bhat, R., Kumar, K. M. M. & Sunitha, N. R., 2022, In: International Journal of Intelligent Information and Database Systems. 15, 3, p. 269-274 6 p.

  Research output: Contribution to journal › Article › peer-review

  • Information retrieval 100%
  • Servers 49%
  • Bandwidth 43%
  • Communication 17%
  • Costs 13%

• Areca Nut Disease Dataset Creation and Validation using Machine Learning Techniques based on Weather Parameters

  Krishna, R., Prema, K. V. & Gaonkar, R., 09-2022, In: Engineered Science. 19, p. 205-214 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Weather 100%
  • machine learning 92%
  • weather 90%
  • Machine Learning 80%
  • regression analysis 74%
  3 Citations (Scopus)

• Artificial intelligence in differentiating tropical infections: A step ahead

  Shenoy, S., Rajan, A. K., Rashid, M., Chandran, V. P., Poojari, P. G., Kunhikatta, V., Acharya, D., Nair, S., Varma, M. & Thunga, G., 06-2022, In: PLoS Neglected Tropical Diseases. 16, 6, p. e0010455 e0010455.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • artificial intelligence 75%
  • Machine Learning 60%
  • Dengue 36%
  • Infections 36%

• A secure two-party PIR for privacy applications

  Bhat, R. & Reddy, N. V. S., 2022, In: International Journal of Intelligent Information and Database Systems. 15, 4, p. 450-467 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Information retrieval 100%
  • Servers 49%
  • Bandwidth 43%
  • Communication 17%
  • Costs 13%

• Assessment of spatiotemporal variability and trend analysis of reference crop evapotranspiration for the southern region of Peninsular India

  Ramachandra, J. T., Veerappa, S. R. N. & Udupi, D. A., 06-2022, In: Environmental Science and Pollution Research. 29, 28, p. 41953-41970

  Research output: Contribution to journal › Article › peer-review

  • Evapotranspiration 100%
  • spatiotemporal analysis 78%
  • Solar Radiation 78%
  • Humidity 69%
  • Climate 68%
  1 Citation (Scopus)

• A SURVEY ON BIG DATA: INFRASTRUCTURE, ANALYTICS, VISUALIZATION AND APPLICATIONS

  Saraswathi, S., Deepa, G., Vennila, G., Parthasarathy, S. & Ramadoss, B., 2022, In: International Journal of Industrial Engineering : Theory Applications and Practice. 29, 5, p. 618-648 31 p.

  Research output: Contribution to journal › Article › peer-review

  • Big data 100%
  • Visualization 85%
  • Data Analytics 52%
  • Agriculture 34%
  • Industry 20%

• A Table-Based End to End Encryption Technique Without Key Exchange

  Srinivasan, A. B., Hemalatha, S. & Ramathmika, 2022, In: Engineered Science. 19, p. 279-284 6 p.

  Research output: Contribution to journal › Article › peer-review

  • Key Exchange 100%
  • Encryption 81%
  • Table 63%
  • Communication 63%
  • Key Management 61%

• A technical note on digitizing color mapped spectral power distribution images

  Shailesh, K. R. & Shailesh, T., 06-2022, In: Color Research and Application. 47, 3, p. 541-554 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Color 100%
  • Data visualization 63%
  • Analog to digital conversion 63%
  • Light sources 60%
  • Edge detection 58%

• Automated Intracranial Hematoma Classification in Traumatic Brain Injury (TBI) Patients Using Meta-Heuristic Optimization Techniques

  Vidhya, V., Raghavendra, U., Gudigar, A., Kasula, P., Chakole, Y., Hegde, A., Girish Menon, R., Ooi, C. P., Ciaccio, E. J. & Rajendra Acharya, U., 03-2022, In: Informatics. 9, 1, 4.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Patient injuries 100%
  • heuristics 54%
  • brain 49%
  • Brain 48%
  • Classifiers 41%
  1 Citation (Scopus)

• Binary Count Tree: An Efficient and Compact Structure for Mining Rare and Frequent Itemsets

  Rai, S., Geetha, M., Kumar, P. & Giridhar, B., 2022, In: Engineered Science. 17, p. 185-194 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Frequent Itemsets 100%
  • Mining 76%
  • Binary trees 75%
  • Count 53%
  • Dimension 46%

• Classification of Malaria Using Object Detection Models

  Krishnadas, P., Chadaga, K., Sampathila, N., Rao, S., Swathi, K. S. & Prabhu, S., 12-2022, In: Informatics. 9, 4, 76.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Parasites 100%
  • Object detection 71%
  • Blood 25%
  • Medical problems 15%
  • Cells 13%
  5 Citations (Scopus)

• Classification of paddy crop and weeds using semantic segmentation

  Kamath, R., Balachandra, M., Vardhan, A. & Maheshwari, U., 2022, In: Cogent Engineering. 9, 1, 2018791.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Herbicides 100%
  • Crops 69%
  • Herbicide 65%
  • Semantics 42%
  • Pyramidal Crystal 14%
  9 Citations (Scopus)

• Classification of Weeds of Paddy Fields using Deep Learning

  Kamath, R., Balachandra, M., Vardhan, A. & Maheshwari, U., 02-09-2022, In: ECTI Transactions on Computer and Information Technology. 16, 4, p. 365-377 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Herbicides 100%
  • Weeds 91%
  • Deep Learning 86%
  • Deep learning 56%
  • Agriculture 22%

• Clinical and Laboratory Approach to Diagnose COVID-19 Using Machine Learning

  Chadaga, K., Chakraborty, C., Prabhu, S., Umakanth, S., Bhat, V. & Sampathila, N., 06-2022, In: Interdisciplinary Sciences: Computational Life Sciences. 14, 2, p. 452-470 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Blood Analysis 100%
  • Classifier 92%
  • Viruses 78%
  • Machine Learning 76%
  • Polymerase chain reaction 66%
  22 Citations (Scopus)

• Clinical Severity Level Prediction based Optimal Medical Resource Allocation at Mass Casualty Incident

  Olivia, D., Amrutha, C., Nayak, A., Balachandra, M. & Saxena, A., 2022, In: IEEE Access. 10, p. 88970-88984 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Resource allocation 100%
  • Length 70%
  • Emergency services 40%
  • Backpropagation 13%
  • Reduction 13%

• Compact Tree Structures for Mining High Utility Itemsets

  Bhat, A., Venkatarama, H. & Maiya, G., 03-2022, In: International Arab Journal of Information Technology. 19, 2, p. 150-159 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Data storage equipment 100%
  • Trees (mathematics) 93%
  • Experiments 29%

• ComposeInStyle: Music composition with and without Style Transfer[Formula presented]

  Mukherjee, S. & Mulimani, M., 01-04-2022, In: Expert Systems with Applications. 191, 116195.

  Research output: Contribution to journal › Article › peer-review

  • Chemical analysis 100%
  • Classifiers 81%
  • Molding 39%
  4 Citations (Scopus)