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ORCID3rd CoCoLe 2024: Warangal, India
- Sanjaya Kumar Panda
, Rajkumar Buyya, Rashmi Ranjan Rout, Manjubala Bisi, Sangharatna Godboley, Kuan-Ching Li, Ashish Ghosh:
Computing, Communication and Learning - Third International Conference, CoCoLe 2024, Warangal, India, September 13-15, 2024, Revised Selected Papers. Communications in Computer and Information Science 2317, Springer 2025, ISBN 978-3-031-79040-9
Advancements in AI for Predictive Modeling, Quality Enhancement, and Real-Time Detection Across Various Domains
- Sourav Kumar Purohit, Sibarama Panigrahi, Aditya Narayan Jena:
Crude Oil Price Forecasting Using Hybridization of Optimized Deep Learning and Shallow Machine Learning Models. 3-16 - Vikas Gautam, Banalaxmi Brahma:
Adam Lyrebird Optimization-Based DLSTM for Solar Irradiance Prediction Using Time Series Data. 17-30 - Usha Kiran, Neelamadhab Padhy, Rasmita Panigrahi:
Code Smell Detection Using Deep Learning Models to Enhance the Software Quality. 31-43 - Asit Ghosh, Sunil Kumar Mohapatra, Pritam Pattanaik, Prasant Kumar Dash, Raj Kumar Mohanta:
Unveiling the Future of Agriculture: Transformative Impact of Advanced Deep Learning with Mobile App Technology for Plant Leaf Disease Detection. 44-59 - Sumit Kumar, Anjana Mishra, Himanshu Kumar Pandey, Utkarsh Kumar Tiwari, M. Harnisha:
Air Quality Prediction Using Ensemble Learning. 60-72 - S. Thiruchadai Pandeeswari, B. Prasheeba, K. Suguneswari:
Real-Time Highway Accident Detection and Response with Deep Learning and Edge Caching. 73-80 - Bheemanapalli Rukmini, Chaganti Sai Sushmini, Saubhagya Ranjan Biswal:
Detection of Yoga Poses Using CNN and LSTM Models. 81-89 - Reshma Sheik, Chandrababu Namani, P. Prasanna, S. Jaya Nirmala:
Enhancing Rhetorical Role Identification in Legal Documents Using Large Language Models and IN_place Data Augmentation. 90-100 - A. Abhishek, R. Akhilesh, B. Swetha, V. Vindhya Vasini, T. Deepika:
Persona-Driven Dialog Generation: Enhancing User Engagement Through Linguistic Proficiency and Personalization. 101-114 - Ramesh R. Naik, Jaiprakash Verma, Mohd. Zuhair, Priya Mehta, Tisha Kotadia, Sunil Gautam:
Design and Development of a Working Tool for Visual Speech and Speaker Recognition for Marathi and Gujarati Languages. 115-125 - M. Evany Anne, M. Brindha:
Analysis of Tracking Algorithms for Multi-person Tracking. 126-139 - M. Sindusha, V. Durga Pujitha, B. Lekhana, K. Revanth, Shareefunnisa Syed:
Personalized Human Activity Recognition Using Smartphone Technology. 140-147
Machine Learning Advances in Medical Imaging, Agricultural Monitoring, and Multimedia Processing
- Gopal Behera, Basanta Kumar Swain, Jitendra Parmar, Monalisha Sahu, Binayak Panda:
A Comprehensive Comparative Study of Breast Cancer Detection Using Machine Learning Techniques to Improve Diagnosis. 151-164 - Sangeeta Kurman, Sumitra Kisan, Kalyana Kiran Kumar, Pradeep Kumar Mahapatro:
Performance Improvement of Machine Learning Algorithms Through Information-Theoretic Class Based Feature Multicorrelation Enabled Feature Selection for Cervical Cancer Prediction. 165-180 - Ambavarapu Harshini, Kanyadara Sathwika, Bandla Nikhitha, Puvvadi Vamsi, B. Suvarna, Uttej Kumar Nannapaneni:
Towards Robust Skin Cancer Diagnosis: Deep Fusion of VGG16 and MobileNet Features. 181-189 - N. Keerthika, V. Kiruthika, E. Sathish, K. Darshinii, C. Antony Bacil, J. S. Aadhityaa:
Deep Transfer Model Based Accurate Brain Tumor Classification in Magnetic Resonance Images. 190-204 - Sri Sahithya Vemuri, Sowmya Kotha, Sravya Voruganti, Praneeth Reddy Kunam, Annam Nandini, Tapas Kumar Mishra:
Pneumonia Detection from X-Ray Images Using Deep Transfer Learning. 205-219 - Sunil Bag, Neelamadhab Padhy, Rasmita Panigrahi:
Crop Identification by Using Machine Learning Classification Algorithm. 220-231 - C. Sugunadevi, Rimjhim Padam Singh, B. Uma Maheswari:
Biotic Stress Classification of Pear Leaves Diseases Using Stacking Ensemble Approaches. 232-245 - Shashank Mouli Satapathy, Vaibhav Vilas Pawar, Atharva Gulkotwar:
Unveiling Emotions from Audio: A Multi-model Exploration Leveraging Diverse Datasets. 246-260 - Dhruv Dixit, Paritosh Pandey, Raman Jha, Pranshul Bhatnagar, Shashank Mouli Satapathy:
A Contrastive Meta-learning Approach with Isotropic Sparse Decomposition for Scalable Audio-Visual Learning. 261-274 - M. Vasuki, Rimjhim Padam Singh, Susmitha Vekkot, Vivek Venugopal:
Audio-Based Video Segmentation for Long Duration Videos Using Triplet-Loss Based Sentence Transformers and Acoustic Characteristics. 275-289 - N. Harini, S. Gokul, S. Harini, R. A. Harriesh, J. Pranav:
Video Content Moderation in Instagram. 290-299 - Lohitha Nagalla, Siva Nandini Govapudi, Rekha Desireddy, B. Suvarna:
An Effective Deep Learning Model for Air-Scripted Alphabet Recognition System. 300-307
Advancements in Privacy-Preservation and Intelligent Detection Systems for Federated Learning and Edge Computing
- Deepti Saraswat, Tushar Mali, Anand Verma, Sunil Gautam:
Privacy-Preservation for Federated Learning: Survey and Future Directions. 311-325 - N. Rayvanth, S. Shreya Shree, Venkata Hemant Kumar Reddy Challa, Vishwash Sharma, Rimjhim Padam Singh:
Decentralized Health: Federated Deep Learning for Cervical Cytology Image Segmentation. 326-338 - Yeresime Suresh, Rudra Gowda, Virat Abhijeth, K. Sanjana, H. M. Shodha:
Malicious URL Detection Using Artificial Intelligence Techniques. 339-345 - Aishwarya Jakka, J. Vakala Rani, Binay Budhathoki, Y. Swathi, M. Jayanthi:
Deep Forest-Based Intrusion Detection System for Edge Intelligence Assisted Smart Homes. 346-359 - Aakanksha Sharaff, Ankit Sonkusare, Ankita Pal, Sheetal Pahadi:
Statistical Modeling of Temperature Prediction Using Residual Network. 360-372 - Elsa Sebastian, John Paul Martin:
Investigating Salient Object Detection Methods Tailored for Edge Computing Infrastructure. 373-386 - Naman Jain, Khushi Dave, Amaan Khan, Harsh Loya, Rahul Pandey, Anshul Agarwal:
A Novel and Scalable Framework for Analyzing Building Energy Efficiency. 387-401 - P. Anjaneyulu, D. Priyanka, K. Jaya Prakash, P. Vijaya Lakshmi:
Assessment on Significant SVM and MLP-Based Optimized Resource Allocation for Load Balancing. 402-412 - D. Priyanka, P. Anjaneyulu, K. Lakshmi Nadh, S. K. Khaja Mohiddin Basha:
An Improved and More Effective FSPC-Based Cloud Consumer Legality Process for Protected Data. 413-424 - Margi Patel, Nitin Rathore, Ramesh R. Naik, Sunil Gautam:
A Review on QoS Aware Approaches in Edge-Fog Computing Environment. 425-434
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