2nd International Conference on Smart Computing and Communication for Sustainable Convergence (ISCCSC 2025)
Proceedings
2nd International Conference on Smart Computing and Communication for Sustainable Convergence (ISCCSC 2025)
Editors:
Shalli Rani, Chitkara University, Punjab, India
Ayush Dogra, Chitkara University, Punjab, India
The volume highlights innovative methodologies, experimental evaluations, and real-world applications focusing on sustainable and intelligent technological advancements. Special emphasis is given to AI-driven healthcare solutions, predictive analytics, smart communication systems, and immersive technologies such as Virtual Reality for training and simulation.
All papers included in this volume have undergone rigorous peer review and contribute significantly to advancing research in smart computing and sustainable convergence technologies.
Article 1: Performance Evaluation of AI Models for Multi-Class Brain Disease Prediction
by Aakriti Khanna, Shubham Kumar and Saruchi Kukkar
https://doi.org/10.13052/rp-9788743814399A01
Article 2: VirtuAero: A CNN-LSTM and Random Forest- Driven Deep Learning
Framework for Adaptive VR-Based Air Force Pilot Training
by Jegan Amarnath, Tharrini R, Swetha PA, Rebecca C
https://doi.org/10.13052/rp-9788743814399A02
Article 3: Plant Disease Detection and Pesticide Spraying
Robot Using IoT
by Aravind D R, Anvit U Naik, Ashwini V Minchabutti, H G Gahana Jain, Mrs.Vijetha T S
https://doi.org/10.13052/rp-9788743814399A03
Article 4: Footprint Recognition Using Deep Learning and
Ensemble Machine Learning Models
by Ravindra Kumar, Suranjay Kumar, Shakti Mehta
https://doi.org/10.13052/rp-9788743814399A04
Article 5: Secret communication using steganography and
cryptography
by Madhu V H, Manjunath Choori, Netra S K, Nireeksha G M, Dr. Ganesh V N
https://doi.org/10.13052/rp-9788743814399A05
Article 6: A Firefly-Driven Approach for Complex Background Resilient Sign Language Recognition
by Nishi Midha, Sandhya Bansal
https://doi.org/10.13052/rp-9788743814399A06
Article 7: Deep Learning Neural Based System for Automated case
Analysis in Homeopathic healthcare
by Shruti S.Ahirkar, Kartik Ingole
https://doi.org/10.13052/rp-9788743814399A07
Article 8: End to End Deep Neural Networks for Automated Cardiac
Arrest Detection and Risk Stratification
by Trupti P.Hiwase, Kartik Ingole, Jyotsna Thakre, Mamta R.Balbudhe
https://doi.org/10.13052/rp-9788743814399A08
Article 9: Crop Disease and Pest Detection Using Deep Learning and
Transformer Models
by Kishorebabu Dasari, Kondakindi Sneha Reddy, Vadiyala Neha Reddy, Papisetty Sahasra, Gorre Varshini, Dabbikar Sri Bhargavi
https://doi.org/10.13052/rp-9788743814399A09
Article 10: Women’s Well-Being
by Ayushi Sharma, Shivani Singh, Gaurav Garg
https://doi.org/10.13052/rp-9788743814399A10
Chapter 11: Deep learning Based Symptom Classification for Homeopathic
Management of Respiratory Disorders
by Bhawana Gadpayle, Kartik Ingole, Sanjay Asutkar, Navin D.Jambhekar
https://doi.org/10.13052/rp-9788743814399A11
Chapter 12: Fake News Detection: A Survey on Multivariate Feature Selection and Hybrid Deep Learning
by Shrikanth N G, Jhanavi M P, Rakesh G, Srushti Suresh Yadahalli
https://doi.org/10.13052/rp-9788743814399A12
Chapter 13: AI-Based Public Safety Mobile application
by Shrikanth N G, Jhanavi M P, Rakesh G, Srushti Suresh Yadahalli
https://doi.org/10.13052/rp-9788743814399A13
Chapter 14: IoT type Blynk App based Voice Pellet Medicine Dispenser
by Joseph Sanam, Gudise Sandhya, Pallaka Lahari, Kurapati Naga Lakshmi, Vajrala, Vidya Jasmin
https://doi.org/10.13052/rp-9788743814399A14
Chapter 15: Human Queue Management System
by Nandishgouda R D, Prajwal Manegar, Kartik M Shiralashetti,
Manjunath Maleppanavar, Roshan Shetty
https://doi.org/10.13052/rp-9788743814399A15
Chapter 16: Deep learning For Mapping Physiological Variability in
Chronic Disease Patients using Homeopathic Care
by Sonam Yadav, Kartik Ingole, Abhiruchi V. Deshpande, Arvind A.Tayade, Navin D.Jambhekar, S.M.Chavan
https://doi.org/10.13052/rp-9788743814399A16
Chapter 17: CONSOLE LESS HAND GESTURE CONTROL DRONE
by Amrutha R, Darshan Gadi, Gangadhar S J, Prajwal B, Roshan Shetty
https://doi.org/10.13052/rp-9788743814399A17
Chapter 18: Crime Pattern Analysis and Prediction Using Machine Learning
by Pradeep Nazerath, Lathesh Kumar S R, Sanketh Patil, Shivamani M Nayak, Tejashwini Shailendra Murdeshwar
https://doi.org/10.13052/rp-9788743814399A18
Chapter 19: IoT BASED UNDERGROUND CABLE FAULT
DETECTION SYSTEM
by Akash H M , Chaitra Basavaraj Gandarotii, Jyothi, Jaahnnawwie A, Faisal K
https://doi.org/10.13052/rp-9788743814399A19
Chapter 20: Downlink Channel Prediction in FDD Massive MIMO
Using Deep Transfer Learning Algorithms
by Bathala Tanusree, Ravi Kumar CV, Suhaib Ahmed
https://doi.org/10.13052/rp-9788743814399A20
Chapter 21: Smart Walking Aid for Elderly Safety Using IoT Sensors
and Real-Time Alert System
by Ananya S, Harshini Suvarna, Liniya Crishel Saldanha, Raksha D R, Kiran Raj K M
https://doi.org/10.13052/rp-9788743814399A21
Chapter 22: DISPLAY UNIT FOR COST ANALYSIS BETWEEN GRID AND
SOLAR ENERGY
by Charith Kumar K S, Dr Guru Prasad, Annapoorna A C, Anushri M Jogin, Maheshwari S Radder
https://doi.org/10.13052/rp-9788743814399A22
Chapter 23: Autonomous Delivery Drones for LightWeight Payload
Transpotation a Comprehensive Review
by Yashwanth Kumar N, Suhas Hiremath, Raksha G, Revathi M, Guruprasad
https://doi.org/10.13052/rp-9788743814399A23
Chapter 24: AI-Search for E-Learning Platforms
by Keeshalya N S, Chandan D K, Madhusudhan K, Kartik S Gugadaddi, Hemanth T S
https://doi.org/10.13052/rp-9788743814399A24
Chapter 25: A Review On A Fault Detection System In Low Voltage
Transmission Lines Using Relay
by Veeresh, Pratik C K, Ulavatti Shivaraja, Faisal K
https://doi.org/10.13052/rp-9788743814399A25
Chapter 26: Automated Fruit Calorie Estimation Using 3D Image
Reconstruction and Machine Learning
by Prof. Ramanagouda S Patil, Anvesh M S, Ashik S, Shetty Aditi, Yash
https://doi.org/10.13052/rp-9788743814399A26
Chapter 27: SmartEye: Self-Supervised AI System for Refractive Error Detection Using
Fundus Images
by Dr. Pushparani M K, Komal Kalikar, Sanika Gowda N S, Mounashree D P, Pratheekshsa Shetty
https://doi.org/10.13052/rp-9788743814399A27
Chapter 28: Integration of Deep Learning and Edge-Cloud for Big Data Analytics in IOT
by Kushwant Kaur, Kirat Kaur, Nishu Bansal
https://doi.org/10.13052/rp-9788743814399A28
Chapter 29: Facial Expression Recognition using Deep Learning
Techniques
by Grishma Babu Shetty, Kruthika V Shetty, Kshama shetty, Shazma Gulzar Ahamed, Kasilingam N
https://doi.org/10.13052/rp-9788743814399A29
Chapter 30: A Dual-Task Machine Learning Framework for Air
Quality Index Prediction in India
by Danish Awasthi, Bisman Singh Dhillon, Amandeep Kaur
https://doi.org/10.13052/rp-9788743814399A30
Chapter 31: A Hybrid CAE–MOCNN Architecture for Efficient Multiple-output
Plant Species and Disease Classification
by Dr. Parul Sharma, Dr. Mehak Mengi
https://doi.org/10.13052/rp-9788743814399A31
Chapter 32: A Dual-Task Machine Learning Framework for Air
Quality Index Prediction in India
by Danish Awasthi, Bisman Singh Dhillon, Amandeep Kaur
https://doi.org/10.13052/rp-9788743814399A32
Chapter 33: AI Based Question Paper Generation
by Dr. J. Jeya Bharathi, P. Kirankumar, K. Jeevan Sai, P. V. Sai Rohit, K. Deva Chandan.
https://doi.org/10.13052/rp-9788743814399A33
Chapter 34: Automated Group Attendance System Using NFC and Facial
Recognition for Enhanced Identity Verification
by Dr. J. Jeyabharathi, Napa Gopi Krishna, Marella Maruthi Navadeep, Pathipati Srimannarayana, Makireddygari Haritha, Dr. B. Sundaravadivazhagan
https://doi.org/10.13052/rp-9788743814399A34
Chapter 35: Eco-Farming Agriculture Method Using Artificial Intelligence
Techniques: Applications and Challenges
by Sushma Umesh Manappanavar, Meera Jagadeesh H, Kavana Y S, Kailas Nad P, Shrikanth N G
https://doi.org/10.13052/rp-9788743814399A35
Chapter 36: A Survey on Explainable Artificial Intelligence(XAI)
Techniques
by Anusha I M, Srushti Umarani, Kasilingam N
https://doi.org/10.13052/rp-9788743814399A36
Chapter 37: Enhanced Comparative Study of Summarization Methods for Legal Assistants
by Kasilingam N, Rashaad N Mohammed, Hemanth Kumar S, Charandeep B S, Busireddy Yaswanth
https://doi.org/10.13052/rp-9788743814399A37
Chapter 38: AI Career Path Recommendation System
by Dr J Jeyabharathi, M Pramod Kumar, K Sumanth, K Harshitha, M Niharika
https://doi.org/10.13052/rp-9788743814399A38
Chapter 39: Integration of AI, Sensors, and Smart Devices for Monitoring Plastic-Induced Health Hazards
by Nirbhay Kumar Mishra, Prabhjeet Kaur, Dr. Preeti Singhwal, Dr. Praveen Kumar, Saba Hashmi
https://doi.org/10.13052/rp-9788743814399A39
Chapter 40: A review on IoT Based Systems for Fault Detection in Power
Line and Utility Poles
by Rohan A Naik, Sagar N K, S Chiranjeevi, Vinay S K, Vishwa Pradeep Shet,
Hemanth T S
https://doi.org/10.13052/rp-9788743814399A40
Chapter 41: AI POWERED RETINAL SCREENING FOR GLUACOMA DETECTION
USING DEEPLEARNING TECHNIQUES
by C.Sivamurugan, K. Ganesh, Mrudangam Eswar, A. Jagadeesh, M. Venkata Ravi Kumar, P. Gowsalya
https://doi.org/10.13052/rp-9788743814399A41
Chapter 42: Smart Helmet Using Embedded Iot System
by Gautam Chavan , Aditya Verma , Megha Kulkarni , Basavanna, Adila Kp
https://doi.org/10.13052/rp-9788743814399A42
Chapter 43: Explainable AI for E-Commerce: Interpretable Transformer Models for Negative Review Analysis and Feedback Summarization
by Dr. T Dhiliphan Rajkumar, Mrudangam Eswar, K. Ganesh, Shaik Mohammad Madani, Tummalapalli Syam Sundar
https://doi.org/10.13052/rp-9788743814399A43
Chapter 44: Attention Enhanced Hybrid CNN – LSTM Framework for
Realtime Mental Health Monitoring and Support
by N. C. Brintha, M. Harishkanth, M. Susikumar, R. Yabin, S. Finix
https://doi.org/10.13052/rp-9788743814399A44
Chapter 45: AI Based Legal Reference and Case Retrieval System
by Aparna Nath A S, Kavya Kundar, Adyatha S A, Lalana A, Kiran Raj K M
https://doi.org/10.13052/rp-9788743814399A45
Chapter 46: Design and Implementation of a Self-Sustaining
Greenhouse using Internet of Things
by Anchal Sharma, Ankur Kumar, Sanjay Dhanka, Abhinav Sharma, Monika
https://doi.org/10.13052/rp-9788743814399A46
Chapter 47: Vehicle Prioritization and Modified GPSR for Congestion-
Adaptive Routing in VANETs
by Gagandeep Berar, Sanjay Dhanka, Ajit Noonia, Manish Kumar Singla, Sneha Sriwastava, Ramesh Kumar
https://doi.org/10.13052/rp-9788743814399A47
Chapter 48: A Robust Metaheuristic Approach for Parameter
Extraction of Complex Solar Cell Models: Validation on
Industrial PV Panels
by Shaffu, Shruti Arora, Ramesh Kumar, Manish Kumar Singla,
Sakshi, Sanjay Dhanka
https://doi.org/10.13052/rp-9788743814399A48
Chapter 49: An Enhanced Artificial Hummingbird Algorithm
Outperforms Established Metaheuristics in DMFC
Parameter Optimization
by Shaffu, Shruti Arora, Ramesh Kumar, Manish Kumar Singla,
Pawan Kumar Pandey, Sanjay Dhanka
https://doi.org/10.13052/rp-9788743814399A49
Chapter 50: An IoT-Enabled Smart Cap for the Blind: Echo Vision
with Obstacle Detection, Haptic Feedback & Emergency
SOS
by Ramesh Kumar, Sanjay Dhanka, Manish Kumar Singla, Rajveer Saini, Parth Bhandari
https://doi.org/10.13052/rp-9788743814399A50
Chapter 51: Cognitive Modeling of Smile Perception Using Reaction
Time and PCA-Based Feature Selection
by Abdullah Bin Queyam, Sanjay Dhanka, Debasmita Ghosh Roy, Ramesh Kumar, Manish Kumar Singla
https://doi.org/10.13052/rp-9788743814399A51
Chapter 52: A REVIEW ON DETECTION OF GRASSERIE DISEASE IN SILKWORM
by Preetam Sanjay Patil, R M Rudresh Patil, Sharanprakash Hosamani, Soujanya D G , Hemanth T S
https://doi.org/10.13052/rp-9788743814399A52
Chapter 53: Predictive Modeling and Survival Analysis of
Primary Biliary Cirrhosis: A Comparative Study of
Machine Learning Approaches
by El-Sayed M. El-kenawy, Manish Kumar Singla, Amel Ali Alhussan, Doaa Sami Khafaga, Amal H. Alharbi, Marwa M. Eid
https://doi.org/10.13052/rp-9788743814399A53
Chapter 54: Metaheuristic-Tuned Convolutional Networks for Plant Disease Recognition: Waterwheel Plant Algorithm as a Standout Optimizer
by Amel Ali Alhussan, Manish Kumar Singla, Doaa Sami Khafaga, Amal H. Alharbi, El-Sayed M. El-kenawy, Marwa M. Eid
https://doi.org/10.13052/rp-9788743814399A54
Chapter 55: Earthquake Risk-Level Classification Using Machine
Learning and Somersaulting Spider Optimizer
by El-Sayed M. El-kenawy
https://doi.org/10.13052/rp-9788743814399A55
Chapter 57: Skin Lesions Classification: A Comparative Analysis of SGD
and SVC for Optimal Accuracy
by El-Sayed M. El-kenawy, Marwa M. Eid, Manish Kumar Singla, Doaa Sami Khafaga, Amel Ali Alhussan, Amal H. Alharbi
https://doi.org/10.13052/rp-9788743814399A57
Chapter 58: Al-Biruni Earth Radius Algorithm-Based Hybrid
Metaheuristic for Efficient Electric Vehicle Path Planning
by Marwa M. Eid, Ebrahim A. Mattar, Doaa Sami Khafaga, Amel Ali Alhussan, Amal H. Alharbi, El-Sayed M. El-kenawy
https://doi.org/10.13052/rp-9788743814399A58
Chapter 59: Advancing Cytogenetic Diagnostics with PO-CNN: Robust
Population-Based Optimization for Chromosome
Classification
by Ebrahim A. Mattar, Doaa Sami Khafaga, Amel Ali Alhussan, El-Sayed M. El-kenawy, Marwa M. Eid, Amal H. Alharbi
https://doi.org/10.13052/rp-9788743814399A59
Chapter 60: Metaheuristic Optimization in Wind power
forecasting: A Comprehensive Literature Review
by Amel Ali Alhussan, Ebrahim A. Mattar, Doaa Sami Khafaga, El-Sayed M. El-kenawy, Marwa M. Eid, Amal H. Alharbi
https://doi.org/10.13052/rp-9788743814399A60
Chapter 61: Ensemble and Tree-Based Machine-Learning Models for Customer Churn Prediction
by Amal H. Alharbi, Amel Ali Alhussan, Safaa Zaman, Doaa Sami Khafaga, El-Sayed M. El-kenawy, Marwa M. Eid
https://doi.org/10.13052/rp-9788743814399A61
Chapter 62: An Enhanced Dipper-Throated Optimization
Framework for Efficient Engineering Design Problem Solving
by Manish Kumar Singla, Doaa Sami Khafaga, Amel Ali Alhussan, Amal H. Alharbi, El-Sayed M. El-kenawy, Marwa M. Eid
https://doi.org/10.13052/rp-9788743814399A62
Chapter 63: Advancing Skin Cancer Diagnosis: A Deep Learning
Approach with EfficientNetB3
by Harpreet Singh, Shikha Tuteja, Mohammad Aljaidi, Amjad A. Alsuwaylimi, RAKAN M. ALANAZI, Faisal M. ALANAZI, Manish Kumar Singla
https://doi.org/10.13052/rp-9788743814399A63
Chapter 64: Thyroid Disease Identification via EfficientNetB2:
Leveraging Deep Neural Networks for Early Detection
by Ravinder Tonk, Shikha Tuteja, Mohammad Aljaidi, Amjad A. Alsuwaylimi, RAKAN M. ALANAZI, Fahad Saad Z Alanazi, Manish Kumar Singla
https://doi.org/10.13052/rp-9788743814399A64
Chapter 65: True vs. Fake News Classification Using Long Short-
Term Memory Networks
by Premlata Chopra, Hari Mohan Dixit, Ravinder Tonk, Abdulmohsen A. Alsuwaylimi, Amjad A. Alsuwaylimi, Lafi A. Alenezi, Mohammad Aljaidi
https://doi.org/10.13052/rp-9788743814399A65
Chapter 66: Knee Osteoporosis Diagnosis at an Early Stage Using a
Fine-Tuned VGG19 Model on X-rays
by Ravinder Tonk, Shikha Tuteja, Mohammad Aljaidi, Amjad A. Alsuwaylimi, RAKAN M. ALANAZI, Fahad Saad Z Alanazi, Manish Kumar Singla
https://doi.org/10.13052/rp-9788743814399A66
Chapter 67: Tire Condition Classification Using EfficientNetB0 for
Improved Road Safety
by Harpreet Singh, Shikha Tuteja, Mohammad Aljaidi, Amjad A. Alsuwaylimi, Lafi A. Alenezi, Zaid S. Alanazi, Manish Kumar Singla
https://doi.org/10.13052/rp-9788743814399A67
Chapter 68: Transfer Learning-Based CNN Models for Vehicle Image
Classification
by Kiranpreet Singh, Shikha Tuteja, Mohammad Aljaidi, Amjad A. Alsuwaylimi, Lafi A. Alenezi, Zaid S. Alanazi, Manish Kumar Singla
https://doi.org/10.13052/rp-9788743814399A68
Chapter 69: Deep Convolutional Feature Scaling with EfficientNetB3
for Robust Early Detection of Smoking Patterns in Health
Informatics
by Ravinder Tonk, Shikha Tuteja, Mohammad Aljaidi, Amjad A. Alsuwaylimi, Faisal M. Alanazi, Nael Al Ali, Manish Kumar Singla
https://doi.org/10.13052/rp-9788743814399A69
Chapter 70: Optimized EfficientNetB3 Architecture for High-Precision
Multi-Class Weather Condition Classification
by Kiranpreet Singh, Shikha Tuteja, Mohammad Aljaidi, Amjad A. Alsuwaylimi, Zaid S. Alanazi, Lafi A. Alenezi, Manish Kumar Singla
https://doi.org/10.13052/rp-9788743814399A70
Chapter 71: Deep Learning Approaches for Multiclass Plant Disease
Detection: A Comparative Study of Custom and
Pretrained Models
by Safaa Zaman, Amal H. Alharbi, Amel Ali Alhussan, Doaa Sami Khafaga, El-Sayed M. El-kenawy, Marwa M. Eid
https://doi.org/10.13052/rp-9788743814399A71
Chapter 72: Optimizing Diabetes Prediction through Machine Learning
and Feature Selection on Health Indicators
by Marwa M. Eid, Safaa Zaman, Amal H. Alharbi, Amel Ali Alhussan, Doaa Sami Khafaga, El-Sayed M. El-kenawy
https://doi.org/10.13052/rp-9788743814399A72
Chapter 73: Metaheuristic Optimization in Space Science and
Engineering: A Comprehensive Literature Review
by Amal H. Alharbi, Amel Ali Alhussan, Ebrahim A. Mattar, Doaa Sami Khafaga, El-Sayed M. El-kenawy, Marwa M. Eid
https://doi.org/10.13052/rp-9788743814399A73
Chapter 76: Metaheuristic Optimization in Monkeypox detection: A
Comprehensive Literature Review
by Amal H. Alharbi, Amel Ali Alhussan, Mohamed Ahmed Kandel, Doaa Sami Khafaga, El-Sayed M. El-kenawy, Marwa M. Eid
https://doi.org/10.13052/rp-9788743814399A76
Chapter 77: Multi-Layer Malware Défense- A Survey: From
Metaheuristic-Driven Detection to Adversarial Robust
Operations
by Doaa Sami Khafaga, Abdullah El-Baz, Amal H. Alharbi, Amel Ali Alhussan, El-Sayed M. El-kenawy, Marwa M. Eid
https://doi.org/10.13052/rp-9788743814399A77
Chapter 78: Fast and Accurate Apple Scab Diagnosis via Dipper
Throated Optimizer Enhanced CNNs
by Doaa Sami Khafaga
https://doi.org/10.13052/rp-9788743814399A78
Chapter 80: Machine Learning-Based Diagnosis of Parkinson’s Disease
Using Vocal Features: A Comparative Analysis of Model
Efficacy and Sensitivity
by Amal H. Alharbi, Marwa M. Eid, Ebrahim A. Mattar, Doaa Sami Khafaga, Amel Ali Alhussan, El-Sayed M. El-kenawy
https://doi.org/10.13052/rp-9788743814399A80
Chapter 81: Design and Implementation of an AI-Based Smart
Traffic Framework
by Rama Devi, Sumanpreet Kaur, Janardan Hazarika, Bharti
https://doi.org/10.13052/rp-9788743814399A81