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Research Digest on Engineering Management and Social Innovations (p-ISSN: 3117-4418 e-ISSN: 3117-4426)
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Vol. 2 No. 4 (2026): Volume 2, Issue 4, April 2026
Vol. 2 No. 4 (2026): Volume 2, Issue 4, April 2026
Published:
2026-04-01
Articles
Network Traffic Anomaly Detection Using Hybrid
M
achine Learning and Generative AI: A SOC-Integrated Approach
Mrs N. Samatha, CH. Snehith, D. Sharon, D. Meghana Reddy (Author)
784-795
PDF
A DEEP LEARNING-BASED APPROACH FOR THE DIAGNOSTICOF BRUCELLAR SPONDYLITIS IN MAGNETIC RESONANCE IMAGES
K Samson Paul, M Ravi Kumar (Author)
903-910
PDF
Fake Online Product Review Detection Using Supervised
and
Semi-Supervised
Opinion
Mining
Dr. Venkateswarulu Naik B, K Prathyusha, E sindhu, Dr Suma S, V Bhavani, M Srilekha (Author)
72-81
PDF
Performance Optimization of FIR Filters Using A
pproximate Multipliers
Mr. Y. Baba Salauddin, S. Irfan, B. Besta, S. Yasmeen, T. Soniya, M. Phani Kumar (Author)
226-238
PDF
REVIEW ON AI MODULE BY USING THE CN
N METHOD
DR.CH Ramesh Babu, A.Raja Sekhar Vardan, A.chandra Mouli, A.yashella, Ch.yaswanth (Author)
364-374
PDF
A Comprehensive Approach for AI-Based Stock Market Prediction
G Rajesh, K Manjusha, Dr. G Thippanna (Author)
510-516
PDF
Forge Steel: CareerConnect - An Intelligent Web-Based Interview Preparation Platform for Engineering Students
D. Sai Nisanth, P. Sahil Kumar, S. Vinay, S. Ankith, Mrs. M. Prasanna Kumari, Dr.K.S.R.K Sarma (Author)
649-666
PDF
CyberForce: Intelligent Malware Detection Us
ing Federated Reinforcement Learning
Dr. Bushra Tahseen, Chakali. Hemavathi (Author)
743-748
PDF
Machine Learning-Based Modeling And Defense Strategies For Epidemic Cybersecurity Threats
R Vishnuvardhan, Telugu Venkat (Author)
869-874
PDF
Intelligent AI Mock Interview Platform: An Adapti
ve Training System
P. Nikhitha, Ch. Naga Datta Sai, R. Narasimha Swami Naidu (Author)
36-43
PDF
Design
of
a
Double
Tail
Dynamic
Comparator
for
High
S
peed
and
Low
Power
Applications
in
90nm
Technology
Mr.M.Narayana Swamy, V.Anil Kumar, K.Harshavardhan, K.Madhurima, G.Ramya (Author)
170-178
PDF
Energy
Efficient
Compact
Approximate
Multiplier
for
Error-Resilient
Applications
Mr. M. Narayana Swamy, T. Madhusri, S. Halima Sadiya, K. Ahammed, A. Ganesh Raju (Author)
323-330
PDF
Secure
Medical
Image
Transmission
using
the
RLCD
Algorithm
Mr. Y. Baba Salauddin, S. Mamatha, B. Rajesh, B. Yashmitha, G. Vyshnavi (Author)
463-470
PDF
AI Career Roadmap Generato
r
Ms. M. Meghana, Ms. S. Prabhavathi (Author)
609-615
PDF
Machine Learning-Based Prediction Of Software Behavior
Dr.K.Pavan Kumar, Boya Naveen (Author)
835-842
PDF
An Efficient Deep Learning Framework for Automated Ov
arian Cancer Detection
M.Sowjanya (Author)
1-8
PDF
A Privacy-Centric Framework for Autonomous Des
ktop Orchestration Using Local LLMs and Voice-Driven Workflows
Y. Chiranjeevi Ashok Kumar, M. Hema Latha (Author)
126-132
PDF
A Robotic Agricultural field monitoring and control
ling of drip imigation using IOT
Mr. M. Praveen Raju, D.Venkataramudu, A. Gowthami, B. Bharath, P.V. Vidya Sree (Author)
278-283
PDF
Automated Surveillance System For Missing
Per
son
Tracking
Missing
Person Tracking
Using
AI
and
Face
Recognition
Y.Sowjanya, Dr.M.Chinna Rao, K.Sahithi Reddy, G.Leela Kalyani, J.Mounika (Author)
421-426
PDF
Enhancing Spoken Communication Skills in Engine
ering Education Through
AI-Driven
Technologies:
A
Comprehensive
Analysis
and
Implementation
Framework
B.Waheeda Parveen, Mohammed Ashfaq, D.Anand, Mahammad Mujeeb (Author)
573-583
PDF
Diabetic Retinopathy Detection using Machine Learning
M.Kavya, A Susmitha, N Navya Reddy, R Sai Amulya, S Sangeetha (Author)
703-709
pdf
Real-Time AI Fraud Detection in Virtual Inter
views
A.Naveen, K.Nachiketh, S.Prabhas, S.V.Deepika Reddy, Mrs. P.Lakshmi Priya, Dr.K.S.R.K Sarma (Author)
796-808
PDF
Smart Prediction Of Traffic Violations Using Driver Behavior Networks
Dr.K.Pavan Kumar, B.Vishwanath (Author)
911-916
PDF
FPGA-SoC Based Smart Parking System Using Computer Vision
K.Narasimha Rao, Namitha Tumula, Jayanth Reddy Bojja, Sathwika Reddy Chimarla (Author)
82-87
PDF
Efficient
Channel
Estimation
for
IRS-Assisted
5G And
Be
yond
Systems
Mr. J. Satyanarayana, B.N. Rishika, L. Kavyanjali, Y. Sathvika, K. Vyshnavi (Author)
239-243
PDF
Performance Analysis of a new single and partia
l double error correcting(SPDEC) code with soft decision decoding
Dr.K.Saifuddin, C.Bhavitha, K.Pushpa Ragini, M.Sameer, P.Subramanyam (Author)
375-381
PDF
Smart Gas Leak Detection System Using
Wireless Sensor Networks and Embedded Technology
Chavitlo Venkatesh Royal, K Dhanalaxmi, M Priya, Alur Sabeer Afzal Shaik, Dilbar Tirkey, B.Venkatesu (Author)
517-525
PDF
Time
Series
Analysis
and
Stock
Price
Prediction
on
Micros
oft
Dataset
Mr Abdul Majeed, Reddy Devika, L Sai Rishika, N Manusha Yadav, V R Sivani (Author)
667-673
PDF
CONNECT
BHARAT:
A
Scalable
Mobile-First Su
perApplication for the Indian Digital
Ecosystem
G. Aishwarya, P.Lavanaya, K.Karthik, V.Bhavya, Dr. K. S. R. K. Sarma (Author)
749-758
PDF
Machine Learning-Based Detection Of Fraudulent Ad Click Activity
B.Harish Kumar, P.Raviteja (Author)
875-880
PDF
Design and Implementation of a Scalable IoT-Based Indoo
r Air Quality Monitoring System Using Raspberry Pi and Cloud Analytics
Kamarthi Venkateshu, Dr. Anantha Gupta (Author)
44-49
PDF
Deep Learning-Based Methods for Lithology Classification and Identificationin Remote Sensing Images
Mr.G. VISWANATH, V. LAKSHMI MANI KARTHIK, S. SUCHITHRA, K. FARHANA, V.SOMESH KUMAR (Author)
179-195
PDF
Smart Aerial Video Surveillance System Using Auton
omous Drones
V. Gnanaprasanna, Shake Rehnuma, Talari Gangadhar, L.S. Noor Mohammad (Author)
331-339
PDF
Design and Implementation of Approximate Hybrid F
loating-Point Multipliers For Signal Processing Applications
Mr.M.B.Bheema Kumar, B.Mokshitha, U.Swetha, G.Puroorava Datta, C.Vijay Kumar (Author)
471-483
PDF
AI-Based Online Exam Malpractice Detection System Using MediaPipe, YOLOv8 and OpenCV
K. Varshitha Roy, K. Reena (Author)
616-623
PDF
Customer Behaviour Analysis Using Data Mining Techniques With AI Driven Recommendations
K. Samson Paul, Kurava Viranjineyulu (Author)
710-716
pdf
Dynamic Pricing Models In E-Commerce Exploring Machine Learning Techniques To Balance Profitability And Customer Satisfaction
P Asmath, Uppara Nakka Mahesh (Author)
843-849
PDF
Employee Salary Prediction in HRMS Using XGBoost
with LLM and RAG
R. Sravani, K. Renna (Author)
9-15
PDF
AI-Based Desktop Workflow Analysis and Automated T
ask Generation System
Dr K. Sivaramakrishna, Y. Divya Prashastha Angelina (Author)
133-138
PDF
Double Adjacent Error Correction Codes For Ultra Cac
he Memories Using SEC-DAEC Method
Mrs. M. Revathi, P. Nanda Kishore, D. Mehataj, K. Sulochana, G. Sravani, A. Kishore (Author)
284-294
PDF
Food recognition and calorie estimation usi
ng raspberry pi processor
Mr. Umakanth, B. Divya, S. Sai Charitha, K. Naresh, M. Gowtham (Author)
427-430
PDF
Smartphone-Based Bluetooth Home Automation System for Assisting Elderly Users
Bariki Manjunath, Jujare Shiva Kumar, K Deepika, M Yerriswamy, J Abhiram, Y.Basava Raj (Author)
584-591
PDF
DETECTING DIGITAL IMAGE MANIPULAT
ION
B Lakshmi Lahari, M Madhu Vardhan, B Jeevana Jyothi, K Mahita, N Samatha (Author)
809-814
PDF
From Pixels to Algorithms: A Literature Review of AI-D
riven Transformation in the Animation Industry
Mr Santhosh Notagar, Dr. Jeevan Pinto (Author)
88-95
PDF
Automatic Brain Tumor Detection System using Convolut
ional Neural Network
MRS.Y.AVANIJA, S.Gayathri, Arveti Naga Harini, Chidagondla Leelavardhan, Yatham Mukthanandha Yadava (Author)
244-254
PDF
Low-Power DMA controller with Error
Detection mechanism for Embedded Systems
KS.Tejaswini, O.Likitha, G.Raviteja, B.Harsha Vardhan, M.Praveen Raju (Author)
382-390
PDF
Aspect-Based Deep Learning Model for Spam Rev
iew Detection
Shaik Hafsafarheen, Dr. Bushra Tahseen (Author)
537-546
PDF
Hybrid ML-Based Multi-Stage Framework f
or Detection of Credit Card Anomalies and Fraud
Dr.H.Ateeq Ahmed, Kateka Salman (Author)
674-680
PDF
An AI-Powered System for Dynamic Content Creation, Storage, and Retrieval
Aapeksha Reddy, A. Ajay Shankar, G. Joanna Suzan, Akhil Namani, K. Kishore (Author)
759-767
PDF
An Advanced Hospital Management System Powered By Automation And Analytics
M.G.K.Priyanka, Shaik Mahammad Haneef (Author)
881-888
PDF
Advanced Phishing Detection Using Machine Lea
rning with Feature Selection, Risk Assessment, and Explainable AI
Kothapalli Reena, Nayamulla Khan, Hari Vuguru (Author)
50-57
PDF
IoT BASED SMART MULTI APPLICATION SURVE
ILLANCE ROBOT
Mr. K. UMAKANTA REDDY, B. MADHU SREE, K. SREEJA, M. POOJITHA, S. SHEKSHAVALI (Author)
196-205
PDF
Autonomous Solar Panel Cleaning Robot for E
fficient Power Generation
Mr B. Anurag Reddy, T. Navitha, G. Likitha, P. Gayathri, P. Amulya (Author)
340-347
PDF
Globalisation, Knowledge Management,
and Information Technologies
Dr. Uma Gummadi (Author)
484-490
PDF
Phishing Website Detection Using Machine Lea
rning
Ms.Nayudupati Meghana, Mrs. V. Munni (Author)
624-629
PDF
A Deep learning-Based Efficient Firearms
Monitoring
V.Raghavendra Kumar, Yerramakkala Hanumanthu (Author)
717-722
PDF
Machine Learning Approaches for Detecting Malware in Android Applications
Dr Bushra Tahseen, Gontumukkala Nehasree (Author)
850-857
PDF
An Intelligent Credit Card Fraud Detection System Using
Machine Learning and Deep Learning Techniques
V.Vijaya Lakshmi, M.Beulah rani (Author)
16-23
PDF
A Machine Learning-Based Sentiment Analysis Framew
ork for Twitter Tweets Using Natural Language Processing
K. Reena, A. Rishitha Reddy (Author)
139-147
PDF
Smart Gloves for Sign Language to Text Conversion
Translation Using Arduino Mega With 8 Flex Sensors
K. Praveen Kumar, H. Sai Vardhan, S. Bharath, Dr. K. Saifuddin (Author)
295-302
PDF
AI-LEND
SENSE:
PREDICTIVE
AND
EXPLAINABLE
LOAN
DECISION SYSTEM
B. Deepthi, G. Bhavya Bhargavi, B. Balaji Nayak, Dr. K. Srujan Raju, D. Sandhya Rani, M. Madhusudhan (Author)
431-440
PDF
Prediction of Used Cars Prices Using Machine Learning and Large
Language Models
B. Pavani, M. Beulah Rani (Author)
592-597
PDF
Developing A Real Time Auction Enabled
Multi-Ven
dor
E-Commerce Platform with Distributed Backend
Dr. KSRK Sharma, Donti Mriduldev, K.C.Udith Kumar Naik, K Chiranjeevi S K S, Mohammed Raashed (Author)
815-821
PDF
Deep Learning-Based Retinal Disease Classification
Using OCT Images
Y.C. Ashok Kumar, K.V.S. Mrudula, Y. Vedavathi (Author)
96-103
PDF
Automatic headlight intensity control system to avoid accidents and automatic braking
Dr.K.C.KULLAYAPPA, P. MAHESH, B. VISHNU VARDHAN, K. TEJAVARDHAN REDDY, R. HEMANTH KUMAR (Author)
255-263
PDF
A CONCURRENT BUILT-IN SELF-TEST ARCH
ITECTURE BASED ON A SELF-TESTING RAM
Mrs.M.Revathi, Shaik Shahintaj, Onteddugari Mamatha, Mungarla pavan Kumar, Surya Vijay Narasimha (Author)
391-398
PDF
Hybrid Text–Image Fusion Model for Ea
rly Detection of Cyberbullying in Online Social Ecosystems
Mulla Ahani Basha, K.Samson Paul (Author)
547-557
PDF
Enhancing Mobile App Recommendations With Cr
owd Sourced Educational Data Using Machine Learning And Deep Learning
Dr.B.Subba Reddy, B.Thirumalesh (Author)
681-688
PDF
DESIGN AND DEVELOPMENT OF A LOW-COST PULSE OXIMETER USING ARDUINO NANO AND MAX30102
P.Lakshmi Priya, Gandiyala Kaushik, Kasula Shivavarshini, Maragari Kavya Sri, Kencha Murali Krishna (Author)
768-773
PDF
A Machine Learning-Based Platform For Monitoring And Prediction Of Hazardous Gases In Rural And Remote Areas
M.G.K.Priyanka, Shaik Sameer (Author)
889-896
PDF
Enhancing Predictive Performance under Data Sca
rcity:
The
Role
of
Generative
AI-Based
Synthetic
Data
M.Bhavana, B.Rakshitha, A.Sowmya, P.Akhila, Dr.D.W.Albert (Author)
58-62
PDF
AI-Based Smart Water Quality Moni
toring System Using Multi-Sensors & IoT
Dr. N. Anju Latha, Aravind P, Sathwika M, Sai Lalithya P, Anil Kumar Reddy Y (Author)
206-214
PDF
Design and Development of an AI-Driven Voice Controlled Smart Wheelchair
N.Dastha Teja, R. Guru Shankar, K. Greeshmanth, Y. Simhadr, Mr. S. Ismail Saheb (Author)
348-355
PDF
Influence of Slag Sand on Sustainable Self- Compacting Concrete with Fly Ash and Silica Fume
Usha Rani Bala, Dr. R. Bhavani, Dr.J.Guru Jawahar (Author)
491-501
PDF
Personalized Skincare Analysis and Tracking Using An
AI
Powered System
PN Varshith Jai Reddy, Akhil Yelleti (Author)
630-643
PDF
Prompt Analysis in Large Language Models
Ad
versarial Prompt Detection
M. Sriram, P. Vishvaas, M. Sai Sreejan, A. Sai Ramana, Mrs. K.B. Pullamma, Dr. K S R K Sarma (Author)
723-735
PDF
Advanced Machine And Deep Learning Approaches For Improving Crop Quality And Weed Management In Agriculture
R.Vishnuvardhan, Shaik Khaleel Basha (Author)
858-863
PDF
DeepTrust: An Explainable, Real-Time Audio Forensic System Robust to Social Media Compression
Shaik Kulsum, Reena Katherine (Author)
24-30
PDF
Implementation of IOT Based Automated Smart Trolley Sys
tem
Mr.S. RAVI KUMAR, B.SREEKANYA, Y.CHANDANA, P.CHAITHANYA, V.JAYANTH (Author)
148-161
PDF
SMART TRASH BIN BASED ON WASTE SEGREGATION AND COLLECTION SYSTEM
Mr.S.Ravi kumar, G.Bushra sana, S.Lakshmi Narasimhulu, K.Ajaykumar, D. Sireesha (Author)
303-314
PDF
AI BASED
EMBEDDED SYSTEM APPROACH TO MONITORING GREEN HOUSE
Dr.N.Anjulatha (Author)
441-451
PDF
An Efficient Clustering Approach for High-Dimensional
Data for a Hybrid
Clustering
Model
Integrating
DBSCAN
with
Gaussian
Mixture Models using Machine Learning Techniques
K. Mudduswamy, Dr K Pavan Kumar, Repalle Nagesh (Author)
598-602
PDF
AI-Based
Blood
Group
Classification
and
Prediction
Using Image Processing
Dr.B.Subba Reddy, Bapanapalli Suresh (Author)
822-827
PDF
Real-Time Pet Health Monitoring and Early Risk Preventation Using an AI-Enhanced Mobile System with Environmental
and Vital Sign Analysis
Sarode Maruthi Rao, Kummari Ramya Shri, Boya Narasimha, Vadde Lavanya, Dr.D.W.Albert (Author)
104-117
PDF
Real Time Health Monitoring System Thro
ugh IOT By Using Health Sensors
K. CHARMILA, B. THANUJA, S. RAGHURAMAIAH, G. SHIVARAJ KUMAR (Author)
264-272
PDF
Implementation and Design of Reversible Logic B
ased Carry Tree Adders
Mr. G.Viswanath, K.Anitha, C.Pavan kumar, P.Tejeswini, B.Devid Raju (Author)
399-410
PDF
Real-Time Adaptive Pricing in E-Commerce Using Deep Learning and Customer Demand Forecasting
Bathula Gangaprathap Yadav, DR. C. Gulzar (Author)
558-564
PDF
Deepguard: An Intelligent Framework For Viole
nce Detection In Smart Cities
Dr Bushra Tahseen, Sai Kameswari Satwika Jammalamadaka (Author)
689-694
PDF
CREDIT
CARD
FRAUD
DETECTION
USING
QUANTUM
MACHINE
LEARNING:
A
HYBRID
CLASSICAL-QUANTUM
APPROACH
Akanksha Reddy, A. Sripriya, J. Nihanth Reddy, Kanchi Abhilash, Dr. RRS Ravi Kumar, Dr. K.S.R.K Sarma (Author)
774-783
PDF
Social
Media
as
a
Mirror
Reflecting
Mental
Health
Dr.K.Uma Maheswari, G.Lal Teja (Author)
897-902
PDF
AGRI CONNECT: A Digital Platform for Direct Trade Bet
ween Farmers and Restaurants
B. Yaswanth, Mahesh, C. Shravani, U. Veenasree, Dr. G Thippanna (Author)
63-71
PDF
Design of Arithmetic Logic Unit using Reversible Logi
c Gates
Mr. K. Naveen Kumar, B. Jyoshna, A. Ramu, M. Lahari, S. Lakshmi Kanth, M. Akshitha (Author)
215-225
PDF
Smart IoT Based Faculty Attendance and Compliance Tracker
Dr. P. Deepthi Jordhana, Tappal Fahim Banu, Krishna Venkata Ramya, Gaddam Damodar Reddy, Kuruba Nandha Kishore (Author)
356-363
PDF
IOT Based Smart GPS Tracking Device With Em
ergency SOS Alert System.
Shaik Kamran Azeez, B Chandra Shekar, S Mounika, G Santhosh Kumar, Dr.M.Anantha Gupta, K.Revathi (Author)
502-509
PDF
Behavioral Anomaly Detection for IoT Devices Using Lightweight Models
Dr. Suneetha Mulumudi, Varun Juluru, Morarji Thorne, Subhadra Tejavath, Sowmya Macharla (Author)
644-648
PDF
Real-Time Credit Card Fraud Detection Using Deep Learning, Graph Neural Networks, And Auto
E
ncoders
R.Nagesh, Thatikonda Gnaneshwar (Author)
736-742
PDF
Online Recruitment Fraud (ORF) Detection Using Deep Learning Approaches
R Nagesh, Vannurappa Valmiki Manohar Naidu (Author)
864-868
PDF
Genetic Algorithm-Based Feature Selection for Enhanced Android Malware Detection Using Machine Lear
ning
M.Rajya lakshmi, M.Beulah rani (Author)
31-35
PDF
Design and Implementation of an IoT-Based Smart Medication Dispensing System for Elderly Care
Mr. S. Venkata Anand, G.Tirupathi, B.Kanchana, G.Ramcharan, B.Harshavardhan (Author)
162-169
PDF
AI-Powered Environments or Industrial M
onitoring and Surveillance Alert System
V. Gnanaprasanna, P. Jayasree, N. Chandrika, S. Shazeed, M. Sai Sumanjail (Author)
315-322
PDF
Hybrid CNN-BiLSTM with Attention Mech
anism for Interpretable Parkinson’s Disease Detection from Speech Signals
Sakinala Gopal, Koppanathi Hema, Akula Roshini, Seelam Sri Lakshmi, Pasupuleti Naga Venkata Suvarchala (Author)
452-462
PDF
AI-Driven Knowledge Extraction and Automatic B
logging System Using Large Language Models
Ms.Nemalikanti Tanuja, Ms.Venuthurumilli Munni (Author)
603-608
PDF
Mitigating Insider Threat: A Neural Network Approach For Enhanced Security
K Muddu Swamy, Shaik Mohammed Gouse (Author)
828-834
PDF
NLP-Based Multi-Class Disease Classification Usi
ng Patient Symptom Text
P. Nikhitha, G. Deena Dhanya (Author)
118-125
PDF
Design And Implementation of Low Power and
Low
Area
RISC
Core
Using
Vedic
Mathematics
Dr. K.C. Kullayappa, A.Teja, S.Gnaneswar, V.Hemalatha (Author)
273-277
PDF
AI-POWERED
DRIVER
DROWSINESS DETECT
ION
AND
SMART
ACCIDENT ALERT SYSTEM
Mr. s. Raghavendra Swami, Bavalla Farheen Sayeed, Tammisetti Prameela, Chakala Eswar (Author)
411-420
PDF
An Attention-Enhanced Yolov8 Model For Accurate Multi-Class Kidney Abnormality Detection In CT Imaging
S. Mahammed Sajid, T. Abdul Raheem, Dr. P. Veeresh, Gandla Nagappa (Author)
565-572
PDF
Financial Fraud Detection Using Value At Risk W
ith Machine Learning In Skewed Data
Shaik Haseena, Shaik Mahaboobbee (Author)
PDF