Santi Kumari Behera

24 papers Journal 24

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Hybrid Darknet53-SVM model with random grid search optimization for enhanced colorectal cancer histological image classification. Discov. Artif. Intell. Pragati Patharia, Prabira Kumar Sethy, K. Lakshmipathi Raju, Anita Khanna, Ashoka Kumar Ratha, Santi Kumari Behera, Aziz Nanthaamornphong
2025	J	`jnl`	Integrating Shallow and Deep Features for Precision Evaluation of Corn Grain Quality: A Novel Fusion Approach. Int. J. Comput. Intell. Syst. Kunal Mishra, Santi Kumari Behera, A. Geetha Devi, Prabira Kumar Sethy, Aziz Nanthaamornphong
2025	J	`jnl`	Ocular Disease Detection Using Fundus Images: A Hybrid Approach of Grad-CAM and Multiscale Retinex Preprocessing With VGG16 Deep Features and Fine KNN Classification. Appl. Comput. Intell. Soft Comput. Shreemat Kumar Dash, Kante Satyanarayana, Santi Kumari Behera, Sudarson Jena, Ashoka Kumar Ratha, Prabira Kumar Sethy, Aziz Nanthaamornphong
2025	J	`jnl`	Optimizing papaya disease classification: A hybrid approach using deep features and PCA-enhanced machine learning. J. Intell. Syst. Ashoka Kumar Ratha, Nalini Kanta Barpanda, Prabira Kumar Sethy, Santi Kumari Behera, Aziz Nanthaamornphong
2024	J	`jnl`	Analytical Validation and Integration of CIC-Bell-DNS-EXF-2021 Dataset on Security Information and Event Management. IEEE Access Gyana Ranjana Panigrahi, Prabira Kumar Sethy, Santi Kumari Behera, Manoj Gupta, Farhan A. Alenizi, Pannee Suanpang, Aziz Nanthaamornphong
2024	J	`jnl`	Bi-layer deep feature fusion based mineral classification using hand-specimen images. J. Intell. Fuzzy Syst. Santi Kumari Behera, Mannava Srinivasa Rao, Rajat Amat, Prabira Kumar Sethy
2024	J	`jnl`	Breast mass density categorisation using deep transferred EfficientNet with support vector machines. Multim. Tools Appl. Ankita Patra, Santi Kumari Behera, Prabira Kumar Sethy, Nalini Kanta Barpanda
2024	J	`jnl`	Enhanced Parkinson's Disease Diagnosis via MRI Analysis: Integrating Deep Features From DenseNet201 With Neural Network Techniques. Appl. Comput. Intell. Soft Comput. Jyoti Kumari, Santi Kumari Behera, Prabira Kumar Sethy, Aziz Nanthaamornphong
2024	J	`jnl`	Enhancing Security in Real-Time Video Surveillance: A Deep Learning-Based Remedial Approach for Adversarial Attack Mitigation. IEEE Access Gyana Ranjana Panigrahi, Prabira Kumar Sethy, Santi Kumari Behera, Manoj Gupta, Farhan A. Alenizi, Aziz Nanthaamornphong
2024	J	`jnl`	Paddy Leaf Disease Classification Using EfficientNet B4 With Compound Scaling and Swish Activation: A Deep Learning Approach. IEEE Access Jagamohan Padhi, Laxminarayana Korada, Ashis Dash, Prabira Kumar Sethy, Santi Kumari Behera, Aziz Nanthaamornphong
2024	J	`jnl`	Transformative insights: Image-based breast cancer detection and severity assessment through advanced AI techniques. J. Intell. Syst. Ankita Patra, Preesat Biswas, Santi Kumari Behera, Nalini Kanta Barpanda, Prabira Kumar Sethy, Aziz Nanthaamornphong
2024	J	`jnl`	Wafer defect identification with optimal hyper-parameter tuning of support vector machine using the deep feature of ResNet 101. Int. J. Syst. Assur. Eng. Manag. Santi Kumari Behera, Shishir Prasad Dash, Rajat Amat, Prabira Kumar Sethy
2023	J	`jnl`	Machine learning based classification of EEG signal for detection of child epileptic seizure without snipping. Int. J. Speech Technol. Prabira Kumar Sethy, Millee Panigrahi, K. Vijayakumar, Santi Kumari Behera
2022	J	`jnl`	Automatic classification with concatenation of deep and handcrafted features of histological images for breast carcinoma diagnosis. Multim. Tools Appl. Prabira Kumar Sethy, Santi Kumari Behera
2022	J	`jnl`	Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine. J. Digit. Imaging Prabira Kumar Sethy, Santi Kumari Behera, Nithiyananthan Kannan
2022	J	`jnl`	Hyperspectral imagery applications for precision agriculture - a systemic survey. Multim. Tools Appl. Prabira Kumar Sethy, Chanki Pandey, Yogesh Kumar Sahu, Santi Kumari Behera
2021	J	`jnl`	A cost-effective computer-vision based breast cancer diagnosis. J. Intell. Fuzzy Syst. Prabira Kumar Sethy, Chanki Pandey, Mohammad Rafique Khan, Santi Kumari Behera, K. Vijaykumar, Sibarama Panigrahi
2021	J	`jnl`	A data constrained approach for brain tumour detection using fused deep features and SVM. Multim. Tools Appl. Prabira Kumar Sethy, Santi Kumari Behera
2021	J	`jnl`	Fruits yield estimation using Faster R-CNN with MIoU. Multim. Tools Appl. Santi Kumari Behera, Amiya Kumar Rath, Prabira Kumar Sethy
2021	J	`jnl`	On-tree fruit monitoring system using IoT and image analysis. Concurr. Eng. Res. Appl. Santi Kumari Behera, Prabira Kumar Sethy, Santosh Kumar Sahoo, Sibarama Panigrahi, Sharad Chandra Rajpoot
2021	J	`jnl`	Smart paddy field monitoring system using deep learning and IoT. Concurr. Eng. Res. Appl. Prabira Kumar Sethy, Santi Kumari Behera, Nithiyananthan Kannan, Sridevi Narayanan, Chanki Pandey
2021	J	`jnl`	Time Series Forecasting of Price of Agricultural Products Using Hybrid Methods. Appl. Artif. Intell. Sourav Kumar Purohit, Sibarama Panigrahi, Prabira Kumar Sethy, Santi Kumari Behera
2020	J	`jnl`	Deep feature based rice leaf disease identification using support vector machine. Comput. Electron. Agric. Prabira Kumar Sethy, Nalini Kanta Barpanda, Amiya Kumar Rath, Santi Kumari Behera
2020	J	`jnl`	Nitrogen Deficiency Prediction of Rice Crop Based on Convolutional Neural Network. J. Ambient Intell. Humaniz. Comput. Prabira Kumar Sethy, Nalini Kanta Barpanda, Amiya Kumar Rath, Santi Kumari Behera