Vol. 11 No. 4 (2023)

Published: 21.09.2023

Research Article

Optimization of Multiple Scaling Factors for ECG Steganography Using Dynamic Thresholding GA

Hasanain F. Hashim , Meriam Jemel , Nadia Ben Azzouna

01 - 10
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Development of Android Application for Facial Age Group Classification Using TensorFlow Lite

Gilbert George, Steve Adeshina, Moussa Mahamat Boukar

11 - 17
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Enhanced Network Lifetime with EPMS: An Energy-Aware PSO Based Routing Algorithm with Mobile Sink Support for Hot Spot Mitigation in WSNs

Lucy Dash, Binod Kumar Pattanayak, Suprava Ranjan Laha, Saumendra Pattnaik

18 - 26
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A Broad Review on Different Imbalanced Dataset Classification Approaches

K. Suresh Babu, B. Vara Prasada Rao, Y. Narasimha Rao, J. Hari Kiran, Sai Chandana Bolem, Srinivasa Rao Battula, Koteswara Rao Chittepureddi, Y. Anil Kumar, Ratna Babu Chekka

27 - 40
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Advancements in NSFW Content Detection: A Comprehensive Review of ResNet-50 Based Approaches

Sanjay A. Agrawal, Vaibhav D. Rewaskar, Rucha A. Agrawal, Swapnil S. Chaudhari, Yogendra Patil, Nidhee S. Agrawal

41- 45
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Multichannel Speech Dereverberation using Generalized Regression Neural Network

Seema Arote, Vijay Mane, Shakil S. Shaikh

46 - 53
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Scheduling Scientific Workflow to Improve Service Quality Parameters in the Cloud Computing

Riya Gohil, Hiren Patel

54 - 61
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Designing a Security Framework for Mitigating Flaws in Cloud Based Web Hosting for Privacy and Confidentiality Services

Surbhi Khare, Vijayant Verma

62 - 81
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DDoS Attack Detection in Cloud Computing Using Deep Learning Algorithms

Marram Amitha, Muktevi Srivenkatesh

82 - 90
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Image Manipulation Detection Using Error Level Analysis and Deep Learning

Prajakta Kubal, Vanita Mane, Namita Pulgam

91 - 99
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Improving Intrusion Detection Performance with Genetic Algorithm-Based Feature Extraction and Ensemble Machine Learning Methods

Gunupusala Satyanarayana, Kaila Shahu Chatrapathi

100 - 112
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Improved Adaptive Neuro Fuzzy Inference System Based Congestion Control for Wireless Network

K. Manoj Kumar , S. Devi

113 - 120
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Revolutionizing Mango Leaf Disease Detection: Leveraging Segmentation and Hybrid Deep Learning for Enhanced Accuracy and Sustainability

Vijay C. P., Pushpalatha K.

121 - 131
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Comparative Analysis of Different Controllers for Adjustable Speed Switched Reluctance Motor using Closed Loop Operation

Padmashree V. Kulkarni, H. V. Govindaraju, Babitha S.

132 - 140
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Application of SVM Network Model to Interpolate the Maximum and Minimum Ambient Temperature Parameters

Dinh Do Van

141 - 145
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An Automated Progressive Data Cleaning Framework for Lung Cancer Medical Data using Machine Learning

B. Samirana Acharya, K. Ramasubramanian

146 - 157
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Integration of Generalized Discriminant Analysis and Classification Technique for Identification Well Test Interpretation Model

Saifi Redha, Zeraibi Nourreddine

158 - 163
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Suggestion Key Phrase Extraction: A Fine-Grained Suggestion Mining from Opinion Reviews

Naveen Kumar Laskari, Suresh Kumar Sanampudi

164 - 171
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Smart Aquarium Monitoring and Cultivation System using JarFish IoT 1st Generation

Risma Yulistiani , Dimas Ramdhan, Ali Shidqie Al Faruqi, Andrew William Corputty, Heri Ngarianto

172 - 180
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Preliminary Evaluation of Augmented Reality for Learning Indonesia's Endemic Animal

Muhamad Fajar, Yeremia Kenny Santoso, Edbert, Muhammad Hussein Yusuf, Thomas Galih Satria, Francisco Maruli Panggabean, David

181 - 186
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A Survey on Various Load Balancing Approaches in Distributed and Parallel Computing Environment

Minal Shahakar , S. A. Mahajan, Lalit Patil

187 - 196
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OML-SDN: Detection of DDoS attacks in SDN using Optimized Machine Learning Methods

Konda Srikar Goud, Srinivasa Rao Giduturi

197 - 208
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Novel Approach for Encryption using Catalan Numbers

V. Uma Karuna Devi Kakarla, CH. Suneetha

209 - 214
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Anomaly and Intrusion Detection System in A Flow-Based Environment Using Ensemble Classifiers and the Feature Impact Scale

Dutta Sai Eswari, P. V. Lakshmi

215 - 226
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HQA Bot: Hybrid AI Recommender Based Question Answering Chatbot

J. Felicia Lilian, Divya Vetriveeran, A. Malini, S. Kayalvizhi

227 - 233
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EADDA: Towards Novel and Explainable Deep Learning for Early Alzheimer's Disease Diagnosis Using Autoencoders

Mohammed Raza Syed, Neel Kothari, Yash Joshi, Aruna Gawade

234 - 246
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Sentiment Analysis of Augmented Reality Smart Tour Guide Apps in India

Arvind Mahajan, Sunil Kumar

247 - 255
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Enhanced Blowfish Algorithm and EECC to Improve Cloud Storage Security

Thotakuri Srilekha, Vijay Bhanu S., Niranjan P.

256 - 262
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Fuzzy C-Mean Technique for Accessing Large Database of Banking Sector

Banshidhar Choudhary, Vipin Saxena

263 - 271
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Design of Sensor Node for Drainage Blockage Monitoring System

Navnath Kale, S. K. Prashanth, H. S. Niranjana Murthy, P. Keerthi, Yogesh Gurav, Suresh Babu P.

272 - 280
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Mitigation of Sybil Attack in Mobile Ad Hoc Network Using CRYPTO-DSR: A Novel Routing Protocol

Sayan Majumder, Debika Bhattacharyya, Subhalaxmi Chakraborty

281 - 288
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Enhanced Short-term System Marginal Price (SMP) Forecast Modelling Using a Hybrid Model Combining Least Squares Support Vector Machines and the Genetic Algorithm in Peninsula Malaysia

Intan Azmira Wan Abdul Razak, Wan Syakirah Wan Abdullah, Mohamad Fani Sulaima

289 - 298
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Priority-Based Scheduling Algorithm for Help Desk Support System

Jeffrey A. Clarin

299 - 307
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A Novel Method for Prediction of Crop Yield Using Deep Neural Networks

Thogaru Mallika, Selvani Deepthi Kavila, Balamurali Pydi, Budumuru Rajesh

308 - 315
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Smart Automated Dustbin using Bin-Level and Distance Monitoring

Kaushalya Thopate, Prajakta Dandawate, Sanjivani Adsul, Mayuri Gawade, Anant Kaulage, Sandip Shinde, Gopal Upadhye, Deepali Anarase

316 - 322
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Focus Challenge Based Presentation Attack Detection in Face Authentication Systems Using Generative Adversarial Network

Rohini B. R., Yogish H. K.

323 - 334
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A Smart Biomedical Healthcare System to Detect Stress using Internet of Medical Things, Machine Learning and Artificial Intelligence

Manjunath R. , Shivashankar, Shivakumar Swamy N., Erappa G., Manohar Koli, Nandeeswar S. B., Niranjan R. Chougala

335 - 343
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Optimizing Machine Learning Models: An Adaptive Hyperparameter Tuning Approach

Pavitha N., Shounak Sugave

344 - 354
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Bibiliometric Analysis of the Scientific Production of Deep Learning and Big Data

Wagner Vicente-Ramos, Amanda Durán-Carhuamaca

355 - 362
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Application-Oriented Reviews and Products of Parallel Deep Neural Networks in Recommendation Systems

Kanchan Sitaram Pradhan, Khan Vajid Nabilal, P. N. Varalakshmi K., Pavitar Parkash Singh, Jagadish S. Kallimani, Asma A. Shaikh

363 - 375
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Experimental Hybrid Technique for Enhancing the Quality of Personalized Product Recommendation System using Deep Learning

Yogesh Gurav, S. K. Prashanth, Asma A. Shaikh, M. Ravichand, Kadam Vikas Samarthrao, Vinayak Biradar

376 - 386
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Enhancing Data Integrity in Blockchain through Fuzzy Augmented Lagrangian Optimization and Compact Blocks to Minimize Redundancy

M. Gracy, Rebecca Jeyavadhanam Balasundaram, S. Albert Antony Raj

387 - 401
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Shared Cache Optimized Adaptive Load Balancing Strategy for IoT Devices

Tirupathi Puppala, Niranjan Polala

402 - 412
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Predictive Recommendations for Diabetes using Ensemble Techniques with Model Explanations

Jayshree Ghorpade, Balwant Sonkamble

413 - 421
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Enhancing Software Effort Estimation Through Stacked Deep Learning Models

Beesetti Kiran Kumar, Saurabh Bilgaiyan, Bhabani Shankar Prasad Mishra

422 - 430
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Study of ECG Analysis based Cardiac Disease Prediction using Deep Learning Techniques

Prabu Sankar N., Ramaprabha Jayaram, S. Irin Sherly, C. Gnanaprakasam, Vinston Raja R.5 Raja R.

431 - 438
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Automatic Skull Stripping from MRI of Human Brain using Deep Learning Framework for the Diagnosis of Brain Related Diseases

C. Balaji, S. Veni

439 - 445
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Automatic Segmentation Using U-Net for Accurate Liver Segmentation of CT Images

S. V. Vanmore, S. S. Nikam, R. B. Dhumale, N. R. Dhumale, P. B. Mane, A. N. Sarwade

446 - 452
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Integrating Machine Learning Algorithms with an Advanced Encryption Scheme: Enhancing Data Security and Privacy

Priyanka Rajan Kumar, Sonia Goel

453 - 465
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SmartPresence: Event Attendance System Using Mask and Temperature Detection and QR Code Based Validation

Kaushalya Thopate, Ranjeetsingh Suryawanshi, Jyoti Kanjalkar, Radhika V. Kulkarni, Pramod Kanjalkar, Sandip Shinde

466 - 471
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Cancer XAI: A Responsible Model for Explaining Cancer Drug Prediction Models

Sonali Kothari, Rutuja Rajendra Patil, Shivanandana Sharma, Aqsa Kazi, Michela D'Silva, Sanskruti Shejwal, M. Karthikeyan

472 - 484
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Fine-tuning ASR Model Performance on Indian Regional Accents for Accurate Chemical Term Prediction in Audio

Sonali Kothari, Shwetambari Chiwhane, Rithwik Satya, Md. Asad Ansari, Shreeja Mehta, Pranav Naranatt, M. Karthikeyan

485 - 494
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Adaptive P2P Live Streaming Model Using Connection Switching to Enhance the QoS

M. Satyanarayana Reddy , P. Chenna Reddy

495 - 501
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Real-Time Hazard-Free Planetary Landing using Deep Recurrent Neural Network

Janhavi Hemant Borse, Dipti Durgesh Patil, Vinod Kumar

502 - 510
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The Evaluation of Distributed Topic Models for Recognition of Health-Related Topics in Social Media Through Machine Learning Paradigms

Yerragudipadu Subbarayudu, Alladi Sureshbabu

511 - 534
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An Objective Evaluation of Harris Corner and FAST Feature Extraction Techniques for 3D Reconstruction of Face in Forensic Investigation

Sincy John, Ajit Danti

535 - 545
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A Real Time Node Identity Based Multi Algorithm Framework for Enhancing MANET Performance

S. Gnanavel, S. Muruganandam, G. Balamurugan, N. Duraimurugan

546 - 555
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Subjectivity Sentence Level Sentiment Analysis and Classification using Correlation Based Embedded Feature Subset using Machine Learning

D. Geethanjali, P. Suresh

556 - 562
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Comprehensive Analysis and Comparative Evaluation of Bitmap Indexing Methods for Efficient Data Management

D. Pratima, MD. Moulana

563 - 571
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Hybrid VGG16-Abstract Neural Network Model based Bird Detection and Classification of Images

Ramya Krishna Dhulipalla, Sibi Chakkaravarthy Sethuraman

572 - 582
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Hybrid Deep Learning Model for Prediction of Systemic Lupus Erythematosus

M. Sobhana, Dodda Pragathi, Ginjupalli Naga Deepika, Yaswant Sai Kavuri, Nihitha Vemulapalli, M. G. S. S. Venkatesh

583 - 590
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Blockchain-Based Service Oriented Privacy-Preserving Data Sharing over Distributed Data Streams in Asynchronous Environment

Suganthi P., Malini A., Felicia Lilian J., Divya Vetriveeran

591 - 602
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PulseGuard: Intelligent Arrhythmia Detection and Classification through ECG Signal Analysis

Sharmila P. Zope, Nandini Chaudhari, Nita Patil, Umesh Pawar

603 - 613
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Bird Sound Classification using Deep Neural Networks: A Comparative Analysis of State-of-the-Art Models and Custom Architectures

Shubham Revadekar, Vidhish Panchal, Pratik Kanani, Kamal Shah, Anil Vasoya, Ravikumar Pandey

614 - 622
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SceneGuide: An Indoor and Outdoor Scene Recognition Wearable Aid for Visually Impaired People

Jyoti Madake, Shripad Bhatlawande, Anjali Solanke

623 - 637
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A Novel Deep Learning Technique for Detection of Violent Content in Videos

Asmita Poojari , Pallavi K. N. , McEnroe Ryan Dsilva , Jagadevi N. Kalshetty

638 - 644
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An Effective Key Management Protocol on AODV for Group Security

Bhawna Sharma , Rohit Vaid

645 – 651
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Web Scraping for Ovarian Cancer Detection: Utilizing Open-Source Whisper AI for Identifying Relevant Terminology and Improving Early Diagnosis

Vijayshri Khedkar, Pooja Bagane, Sonali Kothari, Anubha Gupta, Utkarsh Singh, Sahil Gupta, Tanya Agrawal, M. Karthikeyan

652 - 658
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WSN Attack Detection Using Attentive Dual Residual Generative Adversarial Networks

Sivanesan N., Rajesh A., K. S. Archana

659 - 665
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An Integrated DIET-BO Model for Intent Classification and Entity Extraction

Viet Minh Nhat Vo, Van Son Ngo

666 - 673
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Bayesian Weighted Convolutional Neural Network for Brain Tumor Classification

Gayathri Govindappa Nalina, Channakrishna Raju

674 - 681
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Automated Fake News Detection: Approaches, Challenges, and Future Directions

Pankaj Malik, Rakesh Pandit, Ankita Chourasia, Lokendra Singh, Pinky Rane, Piyush Chouhan

682 - 692
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Optimization of Copy Move Forgery Detection with Region Selection Based on Domain Specific Characteristics

Shashikala S., Ravi Kumar G. K.

693 - 702
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Nature Inspired Algorithms for Internet of Things: A Comprehensive Survey

Prasad Nagelli, Ramana Nagavelli

703 - 723
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Text Analysis of Smart Cities: A Big Data-based Model

Ahmet E. Topcu, Yehia Ibrahim Alzoubi, Hüsrev Abdulcelil Karacabey

724 - 733
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AI Enabled Accident Black Spot Alerting Mobile System to Enhance Road Safety Using GMM-SVM

M. Sobhana, V. Krishna Rohith, T. Avinash, N. Malathi, Smitha Chowdary Ch

734 - 742
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IFSFSPIS: Incremental Feature Selection and Feature Sensitive Progressive Instance Selection Models for BigData Analytics

Subhash Kamble , Arunalatha J. S., Venugopal K. R.

743 - 762
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Assessing the Effectiveness of Artificial Intelligence Techniques in Mitigating Cyber security Risks

Chennu Naga Venkata Sai, Rangu Jaswanth, Avula Manasa, Yaramakula Sai Pranathi Reddy, Suryakanth V. Gangashetty, D. Govind

763 - 771
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An Optimized Machine Learning Model for Tomato Leaf and Fruit Disease Detection using Kernel Extreme Learning Machine (KELM) Model with Firefly Optimization

M. Sharmila, M. Natarajan

772 - 788
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Efficient DDOS Detection in Internet of Medical Things using CNN-ACL Approach

Jeethu Mathew, R. Jemima Priyadarsini

789 - 799
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Boosting Handwritten Arabic Text Recognition using Deep Autoencoders and Data Augmentation Techniques

Hicham Lamtougui, Hicham El Moubtahij, Hassan Fouadi, Khalid Satori

800 - 809
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Swarm of Mobile Robots for Security Surveillance Based on Android Smartphone and Firebase

Afdhal Kurniawan, Alexander A. S. Gunawan, Boby Hartanto, Aditya Mili, Widodo Budiharto

810 - 815
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A Quantitative Based Research on the Production of Image Captioning

Samuel-Soma M. Ajibade, Abdelhamid Zaidi, Siti Sarah Maidin, Wan Hussain Wan Ishak, Adedotun Adetunla

816 - 830
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A Reliable Tool Based on the Fuzzy Logic Control Method Applying to the DC/DC Boost Converter of Off-Grid Photovoltaic to Track the Maximum Power Point

Pham Hong Thanh, Le Van Dai

831 - 843
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Revolutionizing Rain Prediction: Deep Learning-Powered TensorFlow Solution for Meteorology and Emergency Management

Prakaash A. S., K. Kalaivani, K. C. Rajheshwari, P. Dhanalakshmi, Mohanaprakash T. A.

844 - 852
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ECG Signal Denoising with SciLab

Imteyaz Ahmad, Selma Ozaydin

853 - 859
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Feasibility Study of Artificial Intelligence Based Parenting Strategies

Yunike, Ira Kusumawaty, Rehana, Misinen

860 - 866
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An Overview of Applications of Python Programming in Engineering: Tracing of Polar Curves

G. Gomathi Jawahar, K. Lakshmi Priya, R. Robin, A. Prabhat, Navaneetha Krishnanan

867 - 870
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Early Detection of Alzheimer’s Disease by Segmenting Hippocampus from MRI of Human Brain Using Deep Learning

D. K. Ramkumar, N. V. Balaji

871 - 879
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Hybrid ResNet-50 and LSTM Approach for Effective Video Anomaly Detection in Intelligent Surveillance Systems

Sreedevi R. Krishnan, P. Amudha

880 - 889
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A Block-Based Feature Selection Method for Classification of Web Pages

Azween Abdullah, Sandeep Kumar M., Prabhu J., Balamurugan Balusamy

890 - 902
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VisioFace: An Android App Utilizing Deep Learning for Facial Recognition to Aid the Visually Impaired

Chandrashekhar Uppin, Gilbert Gorge

903 - 910
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