Vol. 5 No. 2 (2026): Volume 5, Issue 2, 2026

Articles

• SVETNet: A Novel Explainable Deep Learning Approach for Medicinal Plant Species Recognition

  G. Shanmugavel, Maddu Dinesh, Marthala Pavan Kumar, Annabathina Srinivasulu, Appani Goutham (Author)

  1-9

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• Deep Learning and Ensemble Approach for Cervical Cancer Detection using Medical Image Analysis

  P. C. N. Lalithya, Damodharan Susi, Adimulam Janaki, Challa Srilekha, Gaddam Maheswari (Author)

  10-18

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• Fine-Grained Bioacoustics Species Recognition via Multi-Feature Synergy and Ensemble Decision Optimization

  M. K. Chakravarthy, Tulluri Santosh Ramana, Palasani Govardhan Reddy, Ponaka Vishnu, Shaik Dilavar Basha (Author)

  19-27

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• Multi Modal Deep Learning for Real-Time Human Activity Analysis in Smart Urban Environments

  K. Suryakala, Yerramsetty Yashaswini, Shaik Rizwana, Shaik Ayeesha, Rachala Sruthi (Author)

  28-36

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• A Novel Deep Feature and Oblique Decision Tree Framework for Prenatal Brain Abnormality Diagnosis

  G. Suresh, Pisupati Sruthi, Shaik Abhi Dunisa, Venkamsetty Sri Chandana (Author)

  37-47

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• INTELLIGENT ANN-BASED THREE-PHASE MULTILEVEL ISOLATED CONVERTER FOR CONCURRENT CHARGING OF DUAL EV BATTERIES

  1MR. TALASILA VENKATESH, 2SASAMAL PREM SAI, 3PONNERI MOHAN, 4NIDAMANURI MARANATHA RAJU, 5GANDE HARI CHARAN (Author)

  48-58

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• AI-BASED PERSONAL FINANCE MANAGER

  1DR.B.MADHU, 2AILAPURAM SOUMYA, 3ADUPALA VAISHNAVI, 4ACHANTA VENKATA SAI ABHIRAM, 5ADLA SHIVA (Author)

  48-54

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• ONLINE FRAUD PAYMENT DETECTION USING BALANCED ML ALGORITHMS

  1Dr.P.VENKATESWARLU, 2AMRITHA SHIRLEY KATTA, 3ANKAM AKHILA, 4PEDDI KRISHNA SAI, 5THAKKELLAPALLI JAGADEESH (Author)

  55-61

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• HOMOMORPHIC ENCRYPTION BASED VIDEO COPY DETECTION IN MULTI VIEW VIDEOS STORED IN A CLOUD

  1DR V. VEERABHADRAM, 2CHETTYREDDY AISHMITHA REDDY, 3MALIGE VAISHNAVI REDDY, 4EEDULLA SHIVA, 5V.SHIVA (Author)

  62-67

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• EMPOWERING WOMEN: A CREATIVE APPROACH TO INTEGRATED SAFETY WITH MACHINE LEARNING ALGORITHMS

  1DR.PATTLOLA SRINIVAS, 2GADDAM RHEA REDDY, 3KANDULA VARSHA, 4BALEBOINA VAMSHI, 5 SURABI YASHASWI RAO (Author)

  68-73

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• DEEPHEALTHNET: ADOLESCENT OBESITY PREDICTION SYSTEM BASEDON DEEP LEARNINGFRAMEWORK

  1MS. ASMITA PANKAJ AMBEKAR, 2GILLALA RISHITHA, 3GADE USHA, 4BOMMA NAVEEN, 5PALAGANI VAMSI (Author)

  74-80

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• AN EFFICIENT NOVEL APPROACH FOR START-UP SUCCESS RATE PREDICTIONS USING ML PARADIGMS

  1MS.B.SRAVANI, 2YERUVA ALEKHYA, 3KANAKAPUDI DEVAMANI, 4 SHAIK SHABNAM SAJIDA, 5THIMMAREDDY SAIPAVAN REDDY (Author)

  81-87

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• A DEEP LEARNING BASED EXPERIMENT ON FOREST WILDFIRE DETECTION IN MACHINE VISION COURSE

  1MS.ITKAL CHANDRAYYA SANTOSHI, 2BOLLOJU HIRANYA, 3ANDE AKANKSHA, 4ADHIKARI SHIVA DHARMA RAJ, 5AITHA SIDHU (Author)

  88-94

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• HYBRID MECHINE LEARNING MODEL FOR EFFICIENT BOTENT ATTACK DETECTION IN IOT ENVIRONMENT

  1DR.C.RAMA KRISHNA, 2BADAM NAGASREE, 3MATTA POOJITHA, 4B SATISH KUMAR, 5 SURYAPALLY DINESHWAR (Author)

  95-101

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• A SHORT VIDEO POPULARITY PREDICTION USING IOT AND DEEP LEARNING

  1MS.B.MADHURI, 2BEVARA JEEVAN MEHER, 3MANAPNOR SOUJANYA, 4VEMULAVADA SRIRAM, 5BARLA NIRVANA SAGAR (Author)

  102-109

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• PREDICTING EMPLOYEES UNDER STRESS USING EMPTIVE REMEDIATION

  1MS.P.SRIKANTH, 2GOLLA SAHITHI, 3KUNDETI SURAJ, 4K SUSMITHA, 5DUNGROTH NIXON NAYAK (Author)

  110-116

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• DEEP FAKE AUDIO DETECTION USING DEEP LEARNING

  1DR. KATAM NAGA LAKSHMAN, 2K ARCHANA REDDY, 3LINGALA AJAY, 4CHIPPA KUSHAL, 5MANIWADA SHIRISHA (Author)

  117-122

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• AI ASSISTED END-TO-END ARCHITECTURE FOR DETECTING PERSISTENT ATTACKS IN ENTERPRISE NETWORKS

  MS. THOTA ANITHA, KAMMAMPATI SAI RAJEEV GOUD, LINGALA SAI KUMAR, KYATHAM SHARVAN, MALGI REDDY KEERTHANA (Author)

  123-129

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• PERSON RE IDENTIFICATION FOR PUBLIC SAFETY IN INDIAN RAILWAYS USING DEEP LEARNING

  1Mr.N.VISHAL, 2DESHABOINA SRAVANI, 3KANDUKURI BINDUVATHI, 4PALAGIRI VEERA HARINATH REDDY, 5KOTHAVADLA SOHAN (Author)

  130-137

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• FOOD DEMAND PREDICTION USING NON LINEAR AUTO REGRESSIVE EXOGENOUS NEURAL NETWORK

  1Dr.P.Venkateswarlu, 2 Ankilla Harshitha,3 Boda Nikitha,4 Dadireddy Manoj Kumar Reddy, 5Dara Nihal (Author)

  138-144

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• HYBRID AI FOR STOCK MARKETS USING TRANSFORMERS AND QINN

  1DR.K.ARUN KUMAR, 2ANNOJU BHAVANA, 3DUGYALA CHATURYA, 4GUDURI UDAYKRISHNA, 5MOHAMMED ABDUL KHALED (Author)

  145-151

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• RANSOMWARE READINESS ASSESSMENT TOOL

  1MS.GNANESWARI BODANA, 2MANNEKUNTA SANDHYA RANI, 3KAITHA BHANU TEJA, 4BONDLA SAI TEJA PATEL, 5R MAMATHA (Author)

  152-156

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• REVOLUTIONIZING AGRICULTURE: MACHINE AND DEEP LEARNING SOLUTIONS FOR ENHANCED CROP QUALITY AND WEED CONTROL

  1Dr.SYED UMAR, 2BADRI VINAY, 3BANDELA MANI VARMA, 4KOTHAPELLY SAGARIKA (Author)

  157-161

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• REAL TIME TRAFFIC SURVEILLANCE AND DETECTION USING DEEP LEARNING AND COMPUTER VISION TECHNIQUES

  1Dr.SYED UMAR, 2MANJULAPURAM ARCHANA, 3MAJJIGA UDAYANANDINI, 4BHUKYA LAHARI, 5PIRANGI NAVEEN (Author)

  162-167

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• SOFTWARE DEFECT PREDICTION USING AN INTELLIGENT ENSEMBLE - BASED MODEL

  1MR. P.OBAIAH, 2AMMIREDDY SREEJA, 3BELLE NIRMALA, 4PUNYAMURTHULA SRI HARSHA, 5RAJALA ABHISHEK (Author)

  168-174

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• DEMAND FORECASTING USING MACHINE LEARNING

  1MS.B.Rani,, 2Thaidu Sai Vamshi, 3Basetty Krishna Vardhan, 4Madhana Poojitha, 5Nellutla Tarun (Author)

  175-180

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• BLOCKCHAIN BASED WATER MANAGEMENT SYSTEMS

  1DR. SHAIK JAVED PARVEZ, 2CHINNAM TARUN KUMAR, 3GADIPALLY RAMAKRISHNA, 4MAKKALA GEETHA, 5T.KARTHIKEYA (Author)

  181-187

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• AN EFFICIENT VOTE CASTING SYSTEM WITH AADHAAR VERIFICATION THROUGH BLOCKCHAIN

  1MR.D. RAJ KUMAR, 2CHITTABOINA NIKHIL, 3K JAYASREE BAI, 4KAPPALA SHIVA MANI, 5TOKALA ARVIND (Author)

  188-193

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• PHARMA- AI DRIVEN DRUG REPURPOSING PLATFORM

  1DR.SRIDHAR REDDY, 2CHOKKARAPU HARISH, 3DUMMALA AKASH, 4ANNARAPU JAYANTH, 5RADHARAM SHIVANANDINI (Author)

  194-200

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• Transformer-Based Representation Learning with Explainable AI for Robust Alzheimer’s Stage Prediction

  Aitha Manikiran, Rekha Gangula, Athmakuri Ganesh, Nalla Sumana Sree, Munigala Manoj, Gadudhasu Shiva Kumar (Author)

  201-211

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• AI-BASED FOOD DETECTION SYSTEM WITH NUTRITION ESTIMATION AND PERSONALISED DIET PLANNING USING FULL STACK AND ML

  Sathvika Reddy Katkuri, Sunchu Praneeth, Abhishek Karmakonda, Amedapu Srinivas, K. Sireesha (Author)

  261-267

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• DEIT-Based Feature Extraction with Ensemble Machine Learning for Accurate Bone Fracture Detection in X-Ray Images

  Mohammad Sharib, B. Sharada, Kurra Sanjay, Mohammad Arif Pasha, Gogula Akshaya, Chintala Shivaram (Author)

  212-220

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• A Proximity–Margin Hybrid Learning Architecture for IoT-Enabled Vibroarthrographic Signal Analysis in Knee Health Diagnostics

  Nagula Sanjana, M Sarika, Rekha Gangula, G Pravalika, Orsu Ganesh, Edla Merila (Author)

  221-228

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• SVETNet: A Deep Feature-Integrated Hybrid Framework for Hierarchical Multi-Output Medicinal Plant Classification

  G. Naveen Kumar, Dommati Srilekha, Gali Nithish Kumar, Kaluvala Srikar, Cheviti Aishwarya (Author)

  229-240

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• ProbDeepNet: A Cognitively Aligned Severity Intelligence Framework for Latent Bug Semantics in Medical IoT Firmware

  E. Mahesh, Gurram Raviteja, Yerram Harshitha, B. Lahari, Bolleboina Ranjith (Author)

  241-251

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• Advanced Agricultural Decision System Using Recurrent Polynomial Network for Multi-Crop Recommendation Tasks

  P. Prasanna, Oggu Raju, Gai Anjali, Sandeboina Vineesha, Alakuntla Venkat (Author)

  252-260

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• Lung Sense-AI: An Interpretable Machine Learning Framework for Respiratory Sound Classification Using Acoustic Feature Engineering

  Kalyani Govindam, Chirige Sowjanya, Jarathi Akshitha, Bollaboina Neeraj, Janga Dinesh (Author)

  268-277

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• Efficient IOT Firmware Management System with Hybrid Encryption and Cross-Interface Compatibility

  N. Rajender Reddy, Gunda Narender Reddy, Anthargam Pavan, Gade Laxmiprasanna, Jittaboina Anusha (Author)

  278-285

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• Explainable Hybrid Tree-Based Learning for Robust IoT Device Classification and Behavioural Pattern Analysis

  Sushma Talla, Mohammad Afreed, Parimalla Sneha, Maloth Swathi, Cheggoju Mukthesh (Author)

  286-295

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• Intelligent Context Fusion for Early Anomaly Detection in IoT-Driven Healthcare Systems

  P. Vamshi Krishna, Muddam Yeshwanth, Parikirala Sharanya, Poreddy Priya Reddy, Pulluru Manojkumar (Author)

  296-305

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• IRAB-NET: An Interpretable Hybrid Boosting Framework for Intelligent Routing Attack Detection and Reliability Estimation in WSNs

  Bhaskar Babu Kuchanapally, Mogulaji Vyshnavi, Kusuma Pranitha, Katakam Sai Shiva (Author)

  306-315

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• Health Data Exchange governed by Ledger Systems with Secure Distributed Storage Mechanisms

  G. Sandhya Rani, Vasakula Rakshith, Thurpati Saikumar, Banothu Akhil, K Parusharamudu (Author)

  316-322

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• Pulse Lung Insight Engine: A Data-Driven AI Framework for Early Cardiopulmonary Condition Detection

  P. Vamshi Krishna, K. Sharmila Reddy, Jella Sai Krishna, Bairaboina Amulya, Gorre Vishnuvardhan, Shaik Mudasar (Author)

  323-335

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• A Multi-Model Machine Learning Framework for High-Fidelity Diagnostic Support in Emergency Medicine

  Musham Swetha, Mohammad Sameer, Poshala Mounika, Mohammad Sahed Pasha, Itha Shashidhar (Author)

  336-346

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• Latency-Aware Encrypted Data Processing Framework for Distributed Medical Diagnostics at the Network Edge

  Edla Varun, T. Sunny Sachin, Nukala Neeraja, Vangala Saideep, Peddapally Harish (Author)

  347-358

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• Intelligent Machine Learning Framework for Early Heart Disease Prediction and Risk Assessment

  S.dhanush, D.mounika, P.Nihal, K Padmini, Sateesh V, B Pavani (Author)

  393-398

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• Smart Wearable Health Monitoring System Using ESP32 and IoT for Continuous Cardiac and Temperature Tracking

  Dumpeti Sharath Babu, Ajmeera Tejashwini, Rubeena, Bhukya Ajay, Pittala Srujan Kumar (Author)

  359-365

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• IoT-Based Emergency Rescue System for Real-Time Accident Detection and Location Tracking

  Isampelli Ramadevi, Pochana Nikhitha, Vengala Devesh, Chennuri Pooja, Rachamalla Rajkumar (Author)

  366-372

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• IoT Medicine Management System for Automated Dosage Delivery and Monitoring Applications

  Kanne Naveen, Samudrala Divya, Gujjula Rakshitha, Junnu Siddhartha, Sheelam Siddaratha (Author)

  373-378

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• Healthcare Monitoring System Using IoT for Paralysis Patients with Alert Mechanism

  Pabbala Priyanka, Santhosham Devika, Siriseti Sai Srija, Katakam Koushik, Sripati Shivaraj (Author)

  379-385

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• IoT-Based Hospital Assist Robot Using ESP32 for Real-Time Hazard Detection and Environmental Monitoring Applications

  Vuppula Manohar, Chelumala Prabhas, Salendra Sai Krishna, Kothuri Vinay, Oruganti Hema Latha (Author)

  386-392

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• Predictive Oncology Deep Learning-Based Multi-Cancer Detection

  1Dokku Hema Sree, 2Marre Dinesh, 3Kimidi Mohan Karthik, 4Shaik Mabu Subhan, 5Mr. L. Bujjibabu (Author)

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• Threat Sentinel Gpt Real Time Ai Framework For Detecting Security Threats and Generating Automated Alerts In Cyber Security and Physical Surveillance System

  1Sangireddy Manojna, 2Meesala Pallavi,3Peruboyina Madhu,4Sivakoti Sangeeth,5Dr.B.V.S. Varma (Author)

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• Strategic Workforce Management Using Ai Based Attrition Prediction

  1Saladi Sanjith,2Ardhani Harathi,3Agisetti Lakshmi Sunitha,4Utchula Prasanna Kumar, 5Mr.L. Bujji Babu (Author)

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• Smart Web Link Threat Detection using Machine Learning Techniques

  1Dantuluri Prasanna Rama Lakshmi ,2Andraju Lakshmi Prasanna,3Raghumanda Sri Madesh,4Gummadi Balajhi,5Dr.B.V.S. Varma (Author)

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• Smart Paddy Identification and Soil Suitability Prediction Using Deep Learning Techniques

  1Vishwanadham Hemanth Kumar,2Bandi Mounika,3Girada Durga Bhavani,4Buddaraju Satya Sai Akarsh Varma,5Mr.L. Bujji Babu (Author)

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• USER BEHAVIOUR ANOMALY DETECTION

  1 P.TULASI, 2 B.JAYARAM, 3 K.MADHAVAN, 4 B.SRISAI,5 A.HARIDEEP KUMAR (Author)

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• AI-BASED DETECTION AND SIMULATION OF HARDWARE TROJAN ATTACKS IN INDUSTRIAL APPLICATIONS

  1 K.JOTHSNA , 2 CH.SUHASMITHA, 3 B.PRIYA, 4 B.TANUJ ,5 M.ABHINAY REDDY (Author)

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• PERSONAL FINANCE TRACKER WITH AI BASED EXPENSE PREDICTION

  1 M.CHANDANA , 2 E.MANOJ VARDHAN REDDY, 3 E.PRAVEEN REDDY, 4 I.SIRI VAISHNAVI,5 K.VAISHNAVI (Author)

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• AI-POWERED INSIDER THREAT DETECTION & EMPLOYEE MONITORING SYSTEM

  1 A.SRUTHI, 2 B.PAVANI, 3 K.LAHARI, 4 K.SRILAKSHMI,5 B.CHANIKYA (Author)

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• AI-DRIVEN PREDICTIVE ANALYSIS FOR HEALTHCARE MANAGEMENT

  1 G.UMA MAHESHWARI, 2 K. VISHISHTA, 3 K.MINNU REDDY, 4 K.RAKESH,5 D.SWAMY (Author)

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• A NOVEL APPROACH TO PREDICT THE BLOOD GROUP USING FINGERPRINT MAP READING

  Mr.V. SUDHAKAR1 , ANDE VIJAYALAKSHMI2 , IMMANDI RUPA3 , AREPU YAMINI4 , KOLLAREDDY PUJITHA5 (Author)

  479-488

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• AN EFFICIENT VOTE CASTING SYSTEM WITH AADHAR VERIFICATION THROUGH BLOCKCHAIN

  Mrs.K.LAKHMI PRASUNA1 , VANGAPATI GNANASRI VYSHNAVI2 , MAGANTI KONDALA RAO3 , VALLABHAPURAPU ISWARYA4 , PEDDIBOYINA MOHAN RAM AKSHAY KRISHNA5 (Author)

  489-501

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• DeepLearning For Edge Computing For Indian Smart Cities-- Real Time Analytics On Low Power Devices

  Mrs.K. LAKSHMI PRASUNA¹, B.SUBBARAO², A. SIVA SRAVYA³, A.AMULYA⁴, K.PAVAN TEJA⁵ (Author)

  502-509

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• MICRO PLASTIC DETECTION

  Mrs.K.TEJASWI1 , KOKKILIGADDA NAGA BHUMIKA2 , AYESHA SIDDIQA3 , NATTA AJAY4 , DESETTI KHAGESH5 (Author)

  510-521

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• SOLAR CELL SURFACE DEFECT DETECTION USING DEEP LEARNING

  Mr.V.SUDHAKAR1 ,M.M.V.SUBRAHMANYAM2 ,K.BHAVYASRI3 ,V.LAVANYA4 ,Y.TARUN5 , A.VENKATA PRASANNA6 (Author)

  522-532

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• Edge-Enabled IoT Multimodal Wearable System for Real-Time Sign Language to Speech Conversion with Mobile Integration

  Rithesh Kumar, Mohammad Abrar Ul haq, Jayya Akash, M. Charan Theja Reddy (Author)

  533-539

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• Temporal Ensemble Learning for Robust Maternal Health Risk Prediction in Dynamic Clinical Environments

  B. Rajesh Reddy, Mamatha Nalagoppula, Lakwale Dipika, P Manasa (Author)

  540-547

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• ELECTRA-Based Clinical Text Modeling for Automated Medical Specialty Classification

  B. Rajesh Reddy, G Navya, Jeedhula Sai jeevan, Mohammed Mujaheed, Bachali Ruthvik (Author)

  548-559

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• Self-Attentive Semantic Distillation for Autonomous Criticality Mapping in Clinical Cyber Incident Reports

  Ritesh Kumar, Garnepalli Pranay kumar, Govindaloori Naga Sai Ram, Radharapu Ram prasad (Author)

  560-574

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• Scalable Multilingual Clinical Trial Text Classification using Transformer Embeddings with Real-Time Redis and Telegram Integration

  B. Laxmi Pathi, Rejintal Shivashankar, Dounde Yash, Badavath Mahesh (Author)

  575-586

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• Cloud-Enabled AI Framework for Real-Time AI-Driven Dual-Target Decision Support System in Emergency Medical Services

  P. Vijay Goud, Palsa Srinivas, Badhavath Sitharam, Ragiri Sheshu (Author)

  587-595

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• Structured Representation Learning of Multi-Class Gait Dynamics from Wearable Sensor-Derived Motion Sequences

  C. Vijaya Raj, Mahapathro Tharun, Manne Naresh Yadav, Puchakayala Gopichandu (Author)

  596-607

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• Deep Learning with Saliency-Guided Attention for Accurate Breast Lesion Characterization

  G. Sudeer Kumar, Upendra Kuruva, Vasanth Kumar Aavula, W. Shivam (Author)

  608-617

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• CoaT-RADS: Leveraging C-Scale Conv-attentional Transformers For Automated Mammography Classification

  K. Chiranjeevi, Md. Sana Safoora, A. Poojitha, N. Vineetha, G. Deekshitha (Author)

  618-629

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• EXPLOITING MULTISPECTRAL FEATURES FOR NEONATAL CRY ANALYSIS

  N. Sai Sindhuri, E. Hima Priya, Md. Fasiha, P. Lakshmi, K. Harshini (Author)

  630-641

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• Detecting Anomalous Patterns in IoT Healthcare Systems through ContextAware Intelligence

  V. Bharathi, Sk. Kashif, K. K. C. Preetam Vignesh, E. Sujin, T. Sai Tanay Babu (Author)

  642-653

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• AI BASED SMART ENVIRONMENTAL MONITORING SYSTEM

  1 Dr. D. Shanthi, 2 S. Srivarshini, 3 B. Shilpa, 4 D. Sravanthi, 5 T. LakshmiPriya (Author)

  654-662

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• REDACTIT-AI POWERED DATA REDACTION

  1 Mrs. K. Helini, 2 B. Hindu, 3 D. Sindhuja, 4 L. Chandana, 5 B. Shailaja, 6 M. Charitha (Author)

  663-671

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• Web-Based Document Classification System Using Deep Learning

  Mrs. A. Eenaja¹, Koyaguri Sravani², Vermareddy Harini³, Kammari Shravani⁴, Nimmaraboina Srilekha⁵ (Author)

  672-678

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• AI-POWERED VIRTUAL TRY-ON SYSTEM FOR FASHION E-COMMERCE

  1Mrs. D. Kousari Kumari, 2Ms. A. Meghana, 3 Ms. Ch.Akhila, 4Ms. D. Amulya, 5Ms. S. Shushma (Author)

  679-684

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• CUSTOMER CHURN PREDICTION USING MACHINE LEARNING

  Mrs.K.Helini, T. Sathvika, G.Shiva Joshna, D.Vijaya Laxmi, A.Sruthi (Author)

  685-693

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• SMART COMMUNITY HEALTH MONITORING AND EARLY WARNING SYSTEM FOR WATER-BORNE DISEASES

  Mrs. B. Archana1 , Ms. S. Saitejaswi2 , Ms. N. Divyasri3 , Ms. V. Susmitha4 , Ms. P. Savithri5 (Author)

  694-698

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