Advancing Innovation Through AI and Machine Learning Algorithms

1. Auflage 2025
ISBN: 978-1-041-16434-0
Verlag: CRC Press

Buch, Englisch, 623 Seiten, Format (B × H): 210 mm x 280 mm

The International Conference on Microstructure, VLSI, Robotics, Communication, Electrical & Emerging Technologies using AI-ML Algorithms (ICMVRCET - 2025) is an essential gathering for those at the forefront of research and development in the fields of Microstructure Design, VLSI systems, Robotics, Communication technologies, and Emerging Electrical systems. This conference seeks to bridge the gap between academic research, industrial advancements, and real-world applications by focusing on the integration of Artificial Intelligence (AI) and Machine Learning (ML) algorithms in these rapidly evolving domains.

Zielgruppe

Academic

Autoren/Hrsg.

Yedukondalu, Udara

Bolisetty, V Vijayasri

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Drahtlostechnologie
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Bauelemente, Schaltkreise
• Mathematik | Informatik EDV | Informatik Technische Informatik Quantencomputer, DNA-Computing
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Energietechnik | Elektrotechnik Alternative und erneuerbare Energien

Inhaltsverzeichnis

1 End-to-end AI framework for soil fertility, crop growth, and disease mitigation
K. R. Harinath, V. Yagna Sri, A. Mamatha, K. Dileep Reddy and

N. Naga Bharath Kumar
2 Highly accurate calorie burn prediction using XGBoost regression model
K. R. Harinath, M. Harini, M. Pranitha, K. Prashanth and H. Nagesh
3 Real time design of FPGA-based home automation scheme

Rama Rao Chekuri, Nagababu Chekuri, Prabhakara Rao Kapula,

D Hari krishna, Vurukonda Venkat and Valluri Sai Mahesh

4 AI powered facial recognition for secure banking authentication

Alabazar Ramesh, Karanam Jyothirmayi, Kollu Vishnuvardhan,

Dayyala Ajay Kiran and Ediga Sheshadri
5 Performance comparison of machine learning algorithms in predicting telecom

customer attrition
Prathap Nayudu P., Venkata Sai S., Amrutha B., Sai Rupa J. and Vigneshwar Reddy K.
6 Graphical representation of accuracy comparison among various machine

learning algorithms to predict customer churn
P. Prathap Nayudu, D. Srivani, N. Usha, S. Ayesha Tabassum, D. Sudheer and

D. Sivaramakrishna
7 PhishGuard – fake website detection using machine learning

K. Janardhan, G. Brahmaiah, E. Abhilash, A. Mohan Vamsi Krishna and

K. Prudhvi Raj Naik
8 Prediction of chronic kidney disease using machine learning

K. Viswanath, S. Durga Pavan Goud, K. Varshitha, S. Rahul and

P. Harshitha
9 Enhancing autonomous safety

B. Swetha, B. Hima Teja, B. Narmada, M. D. S. Mahesh and P. R. Lahari
10 Enhancing visual quality of images and videos with improved CNN and OpenCV

B. Swetha, P. Suryanarayana, N. Munthaz Begam, A. Tanveer and

K. Sai Jaswanth
11 A comparative analysis of supervised machine learning algorithms for heart attack

prediction

K. Narasimhulu, M. Sruthi, P. Rajesh Reddy, C. Navaneeth Kumar and S. Nithin Kumar
12 Skin cancer classification: a web-based machine learning approach for skin

cancer classification

N. R. Sathis Kumar, A. Bhaswanth Reddy, K. Praveen Kumar, D. Yeswanth Reddy and

Shaik Arief
13 FIFO implementation in manufacturing: streamlining production processes

minimizing work-in-progress inventory

M. Sabir Hussain, Mohammed Abdul Raheem, Kadiyam Sasidhar and Sami Ahmed
14 Innovative approaches to Doherty power amplifier enhancement 83
N. Swapna, V. Sreelatha Reddy, Madhuri Gummineni and Chitra Chitters
15 Optimized feature engineering approaches for predictive modeling of multiple

diseases using machine learning

V. Sreelatha Reddy, N. Swapna, Radhamma and Ch. Mohana Rao
16 Gray wolf optimization-based intelligent clustering mechanism for energy-efficient

and trust-aware communication in IoT networks

G. Sivakumar, Chandralekha R., K. Amsaveni, B. Dhanam,

K. V. Srirenga Nachiyar and P. Marichamy
17 Enhancing heart disease prediction using hybrid K-means clustering and

supervised machine learning models

N. Nagasoudhamani and P. Sunil
18 Utilizing mmWave technology for human detection and counting in Indoor

Franklin Telfer, L., Pragadeeswaran, S., Jai Naveen V. and

Prahadeeshwaran, K.
19 Voice enabled desk assistant for the visually impaired

G. Rajasekhar Reddy, S. Dwarakesh, K. Kiran Sai, V. Jahnavi Reddy and V. Bhavya Sree
20 Electric vehicle-to-vehicle energy transfer with bidirectional on-board converters

Abbaraju Hima Bindu, Munaga Deepika, Lingareddy Karthik Kumar Reddy,

Mulinti Dharma Reddy and Balaraju Deepthi
21 Implementation of IoT home automation using raspberry Pi with multilingual

voice control

Hindumathi Voruganti, Rama Lakshmi Gali, Saikumar Tara, N. Manisha and

G. Alekhya
22 Enhancing heart disease prediction using ensemble machine learning classifiers

C. Sasidhar, P. Navya, S. Mohammed Asif, T. Mounika,

B. Mahanth Reddy and K. Susmitha
23 Music recommender chatbot: An emotion-aware AI system for personalized music

recommendations

Gayathri T., Navya Sri M., Lohitha Naga Rajeswari K., Sowjanya Lahari N.

and Likitha Naga Sri K.
24 Dual source novel nine level inverter design with trinary geometric DC links to

produce highest output voltage levels

Syed Rubeena, Bi., K. Jeevana Rekha, K. Govardhan Reddy,

D. Dileep Kumar and J. Deva Nandini
25 Smart automated surveillance system

Chandralekha, R., Guna, A., Krishna Meera, V., Srirenga Natchiyar, V.

and Harini Shiriram, S.
26 Bank marketing DataSet using data science

Sudha, K., Saravanan, G. and Ponniah, G.
27 DIBL effect compensation of self-biased CMOS voltage reference using

adaptive VGS control

M. Maheswari, J. Sofia Priya Dharshini, R. B. Malliswari, K. Sai Tanuja and

S. Police Asif
28 AgriSense - smart rain prediction and automated irrigation with TinyML

J. Chinna Babu, G. Sujatha, M. Upesh Rayudu, C. Yaswanth Krishna and

G. Venkat
29 An overview of deep learning approaches for identification of deepfake faces in

images and videos

J. Chinna Babu, M. Lakshmidevi, Y. Naga Sujani, V. Karthik Kumar Reddy and

G. Lokeswara Raju
30 Innovative milk contamination detection system using Raspberry Pi and IoT sensors

S. Sandeep Kumar, R. Selvarasan, G. N. Kodanda Ramaiah and

K Rasadurai
31 A comprehensive review of UAV technologies in medical and emergency applications

J. Chinnababu, G. Harshitha, G. Hema, S. Abdulrehaman and

V. Dwrakanathreddy
32 Intelligent smart home operations through NLP and IoT-driven voice control

S. Lokesh Reddy and P. Ajay Kumar Reddy
33 AI-driven monitoring and emotion recognition for Alzheimer’s patients with

blockchain-enhanced data security

K. J. S. Upendra, Ch. Poojitha Sai, M. Yeswanth, K. Priyanka,

M. Siva Krishna Babu and D. Avinash Varma
34 Recognition of human behaviour utilising multiscale convolutional neural networks

G. Dianakamal, P. Sri Teja Chaowdary, M. Satya Venkata Madhav,

S. Surya Deepak, U. Datta Harshitha and V. Praveen Kumar
35 Robust local filtering to secure federated learning against adversarial poisoning

G. Diana Kamal, R. Yogitha, S. Adithya Ram, T. D. Satya Narayana Murthy,

M. Jayanth and P. Ramanjaneyulu
36 Aquatic image enhancement using weighted wavelet transform

Palle Rangappa, Anchula Sathish, S. Shaheen, M. Pavan Kumar and S. Abdul Rahim
37 Enhancing underwater image clarity with balanced adaption compensation approach

Palle Rangappa, M. Farhana Begum, M. Anusha, P. Chenna Sai and

V. Varshith Kumar
38 Real-time polyglot translator powered by Raspberry Pi

K. Riyazuddin, K. Sunith Kumar, C. Swetha, S. Wafika and K. Thirumalesu
39 Enhancing power grid reliability through smart fault detection and

classification using machine learning algorithms

Magesh, T., Samuel Franklin, F., Asokan, K. and Christaper Indla
40 Utilizing 3D-CNN and autoencoder for gas detection in hyperspectral images

P. Durga Anusha, M. Sai Maheswari, N. Rajashekhar, SK.Venkatesh,

E. Shalini and P. Aashish Nikhil Prem Chand
41 AI-based audio and music signal processing using deep learning approach

Karpagavalli Komandoor, Vasanthi Ramapuram, Sree Sudha Yadav Kommagani,

Subhash Chigicherla and Siva Sankar Boya
42 Comparative analysis of fuzzy and neuro-fuzzy image processing system and

their applications

Mahima Chaturvedi, Namrata Kaushal, Jyoti Gupta and Om Prakash Chaturvedi
43 Design and analysis with high-performance rectangular micro-strip antenna at

38 GHz 5G millimeter-wave application

Yuvaraj, K. and Sanam Narayana Reddy
44 Music recommendations based on emotions

Chilakala Sudhamani, Chinnala Nuthana, Lone Ravali, Bandari Rakesh

and Jangam Saketh
45 A deep learning framework for image colorization

A. Geetha Devi, T. Divya Naga Durga, Sk. Arifa, N. Sravya and U. Chandra Sekhar
46 AI car with real-time detection of damaged road and lane detection by deep

learning using Python

T. Nagarjuna, S. Rafeeq, M. Bhanu Prakash, J. Rohith and B. Suvarna Lakshmi
47 A hybrid model for breast cancer prediction: Integrating Relief, PCA, and

SVM for improved accuracy

G. Srikanth, M. Sangameshwar, Angadala Narendra, Karnati Meghana and

Edagoti Ajay Kumar
48 Efficacy evaluation of Helfer skin tap technique versus ShotBlocker device in

reducing pain and anxiety in children undergoing intramuscular injections

Ajith, M., Maimoona A., Padmapriya, D. and Vijayalakshmi, R.

49 Sustainable air circulation and monitoring system for caves using solar energy

S. Venkatesh, Nandhini, K. L., Pothuru Banusree, M. Sharath Kumar and J. Eshwar
50 Detection of multiple artifacts through the application of adaptive scalp region

selection and classifier fusion

D. Yovan Snanagan Ponselvan, J. Sofia Priya Dharshini, Kadiri Harika,

Machiraju Hari Ram, K. Pavani and M. Sai Kriti
51 A novel color image encryption method based on block-based DNA coding

compressive sensing

S. Kashif Hussain, U. Mahesh, C. Veda Murthy, K. Anjaneya Reddy and

B. Yadavendra Reddy

52 Weather prediction system using deep learning

D. Sarika, G. Ajay Kumar Reddy, D. Jyoshna Sai Priya, J. M. Dharma Teja

and V. Amrutha
53 Optimized prediction of complex keyword queries in relational databases

Vijaya Rao Garapati and T.K.K.V. Prasad
54 Automated passenger fare collection using RFID and face recognition for

public transportation

R. Madhan Mohan, N. Poojitha, G. Manasa, N. Nirupama and P. Mahesh
55 Advanced AC drive system for efficient electric vehicle technology

Mondru Chiranjeevi, D. V. Ashok Kumar and R. Kiranmayi

56 Comparison of machine learning algorithms for predicting temperature 350
Allacheruvu Brahmaiah, Kattika Koteswara Rao and

Vegunta V. G. S. Rajendra Prasad
57 Remote sensing image analysis

Kanakala Raja Sekhar, Jaya Gayatri Vukkum, Mullapudi Sowjanya,

Morusu Sai Samhitha and Thoram Deepika
58 Surveillance camera-based fire detection and localization: Enhancing safety

through visual monitoring

E. Ramesh, N. Sai Varshitha, V. Sai Sreya, P. Prasad and M. Ramu
59 Real-time driver drowsiness detection and alert system using DLib and OpenCV

V. Ravikanth, S. Anikha Maheera, A. Kavitha, B. Harati and M. Vihas
60 Detection of epileptic seizures in EEG signals through machine learning methods

Boddu Smily and T. Venkateswara Rao
61 Smart wealth: Personalized financial growth with GenAI

Mohammad Manzoor Hussain, M. Sowmya Reddy, K. Nagasree,

M. Sushanth Reddy and K. Samith Kumar
62 Performance metrics of conformal antenna

Y. S. V. Raman, M. Koteswara Rao and A. R. V. S. Gupta
63 Performance evaluation of GFDM and OFDM for future wireless networks:

Trade-offs in spectral efficiency, BER, and computational complexity

V. Tejovathi and S. Swarnalatha
64 SVD-based method for high-fidelity color to grayscale image conversion

Shaik Asif Basha, K. Kalyani, N. Varun Kumar, V. Sai Hemanth

and O. Dharma Teja
65 A comparative analysis of machine learning models for email threat detection:

A web-based framework utilizing header metadata and SVM classification

P. Penchalaiah, Rapelli Naga Sathvik, K. V. H. Karthik, M. Jagadheesh,

P. Sai Gowrish, and V. Madhava Reddy
66 A cloud-integrated IoT framework for real-time energy monitoring and predictive

billing 406
P. Penchalaiah¹, G. Srinivasulu², Arkot Mitesh, M. Venu and Sk. Adil
67 DeepWave: Revolutionizing underwater communication with Li-Fi technology

K. Riyazuddin, K. Deekshitha, P. Adiseshu, J. Bhavani and P. Dinesh
68 Transmission system uses UPFC controllers combined with ant colony optimization

to reduce power fluctuation

Koduru Rohith Kumar, K. Ramya and Kiran Kumar Kuthadi
69 Generative AI and deep learning for incorporating diversity: An inclusive

approach to Indian sign language recognition and translation

Ananya Mallu and Fakruddin Mohammed
70 COVID-19 detection using a deep learning model based on chest X-rays

V. Vijayasri Bolisetty and U. Yedukondalu
71 Design and performance analysis of DPFC based hybrid system by various controller

Pilli Sireesha and Kiran Kumar Kuthadi
72 Renewable energy powered common dc bus charging system for electric

vehicles using multilevel inverter

Veerla Divya and K. Kiran Kumar
73 The intelligent control of independent single-phase microgrids integrate solar

PV arrays, wind and hydro power

Kade Praneetha and Kiran Kumar Kuthadi
74 Augmented reality and immersive environments for next-gen brain MRI scan

analysis using vertex AI

Polaiah Bojja, I. Govardhan Rao, K. Rajendra, Ankathi Sujay,

Bejugam Sai Nivas and Balikara Sudeep, M.
75 A hybrid AI and time-series framework for dynamic pricing and demand prediction

in e-commerce

Sri Charani, P., Durga Prasanna, T., Satya Sekhar Varma, P.,

Jahnavi Sri, N., Jahnavi, M. and Tulasi, Y.
76 Dynamic facial expression feature extraction using deep neural networks

Sumanth Jonnalagadda, Sravya Sri Nallani, Bomma Rithwika

and Bysani Jai Kushal
77 Connecting travels and farming using machine learning approaches

Mariserla Santhi Kumari, Manukonda Aasritha, Ambati Monisha Sri Naidu,

Ruttala Bhargava Naidu, Srinivasa Rao Vankdoth and Dharmaiah Devarapalli
78 Machine learning based booklet status detection

Panjula Bhavana¹, Marri Lahari Krishna, Pachava Tejaswini, M. Kavitha and

Srinivasa Rao Vankdoth
79 Leveraging ensemble techniques and explainable AI for optimal fertilizer

recommendation

J. Sita Sai Sudha, K. Lakshmaji, G. Jessica Rose, G. Meghana, G. Madhuri and

Ch. Jyothi Sri Padma
80 Deep learning methods for atrial fibrillation detection based on HT-WVD

Prakash, M. B. and Harish, H. M.
81 Predicting credit card fraud detection using machine learning

S. Naveen Kumar, V. Umamaheswari, M. Subrahmanyam, K. VijayaKumari and

V. Vikram Teja Reddy

82 A novel ER based 4-bit full adder/subtractor for high performance arithmetic

operations

K. Janshi Lakshmi, A. G. Nethravathi, P. Sai Ganesh, K. Sampath Kumar and V. Shafi
83 AI and LoRa-enabled companion robots for elderly well-being: A rural remote

monitoring system

Abhiram Alluri, Fakruddin Mohammed and Roohi Bani
84 CTS-NET for precise land cover classification: Leveraging deep learning and

sentinel-2 data

M. Ravi Kishore, Y. Pavan Kumar Reddy, O. Hemakeshavlu, K. Shankar*,

K. Ajitha and S. Abdul Azeez
85 Multi-snapshot semiparametric algorithm for MST radar data analysis

G. Chandraiah, K. M. Manjunath and Venkata Sudhakar Chowdam
86 Mitigating double node upsets in space: A RHBD 14T SRAM cell design

T. Hari Kala, K. Chandrika, S. Abdul Latheef, M. Divya Sri and

M. Hari Prasad
87 RLG – based image watermarking encryption and decryption: A novel VLSI

design approach

K. Janshi Lakshmi, D. Sravani, C. Chathrapathi, O. Sashankreddy and

D. Rajarohith
88 Activity minimization of misinformation’s influence in the online social

networks platforms

Pooja Krishnamurthy Revankar, Srinivasarao Udara, S. B. Ullagaddi and

Jayprabha Vishal Terdale
89 Leveraging convolutional neural network for cataract classification in retinal

fundus images

K. Mohana Lakshmi, Suraya Mubeen, Bandi Doss, V. Mounika,

V. Shivani and Imran Afridi
90 High-availability cloud architecture with load balancing and RabbitMQ integration

K. Bhanu Rajesh Naidu, D. Muni Babu, K. Nagaraju,

C. Pranay Vardhan Reddy and M. Prasad
91 IoT enabled and AI-driven traffic signal control system

Sulochana Madachane, Bhavarth More, Aaditya Srinivasan, Ayush Dere and

Pruthviraj Patil
92 Forecasting air quality with machine learning methods

K. Bharath Kumar, Suraya Mubeen, B. Bhargav, K. Nivedhitha and

K.Venkat Sai

93 Object detection using YOLO with audio feedback using Raspberry-PI

K. Bharath Kumar, Mallesh Sudhamalla, Kolanpaka Manoj,

Kandula Ruthika, Rampuram Patil Sreeja and Nerella Vivek
94 Audio-based gender identification and emotion recognition using CNN and

bidirectional LSTM

K. Rathan Sai, K. Venkat Rohith, T. Durga Venkata Reddy and Mariappan, R.

Über Autor(innen)

Dr. Udara Yedukondalu, serving as the Principal of MVR College of Engineering and Technology, Paritala, Vijayawada, combines academic leadership with a strong research background. With 22 years of teaching experience, 30+ journal publications, 5 patents, and 1 copyright, he is dedicated to advancing innovation in VLSI, nano-electronics, and integrated circuits. His commitment to holistic education aligns with Dr. A.P.J. Abdul Kalam’s vision, fostering creativity, purpose-driven learning, and student-centered growth. Under his guidance, MVR College emphasizes not only academic excellence but also the overall personality development and employability of rural youth. Through ICMVRCET – 2025, he aims to provide a global platform for emerging technologies using AI-ML algorithms.

Dr. V Vijayasri Bolisetty is an accomplished academician with over 18 years of experience in teaching, research, and academic leadership in the field of Electronics and Communication Engineering. She currently serves as an Associate Professor at Aditya University, where she actively contributes to research development, technical education, and student mentoring. Her academic background includes an M.E. and a Ph.D. in Electronics and Communication Engineering, with specialization in Signal Processing. Dr. Vijayasri has contributed to numerous scholarly publications and technical initiatives that bridge academic research with real-world applications. As an editorial board member of ICMVR 2025, Dr. V Vijayasri Bolisetty key role in maintaining the scientific quality of the conference through rigorous peer review, topic curation, and academic oversight. Her areas of interest align with the conference themes, particularly in smart systems, sustainable electronics, and advanced computational techniques. She is committed to fostering innovation, collaboration, and academic excellence in the global research community.