International Journal of Innovations in Science & Technology

2019 - 2025

Current editor(s): Prof. Dr. Syed Amer Mahmood

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Volume 6, issue 4, 2024

Improving Credit Card Fraud Detection Using Machine Learning with Under-Samplingand SMOTE Techniques pp. 1568-1585

Muhammad Talha Jahangir

Securing Pakistan's Cyberspace Cyber Counter Intelligence Strengths, WeaknessesandStrategies pp. 1586-1605

Noman Habib

EvaluatingFasterR-CNNandYOLOv8forTrafficObject Detection andClass-Based Counting pp. 1606-1620

Muhammad Talha Jahangir

IoTin Developing the Smart Farming and Agricultural Technologies pp. 1621-1634

Ammad-ul-Islam

AI-Powered Classification for Cheating Detection in Offline Examinations Using Deep Learning Techniques with CUI Dataset pp. 1658-1678

M. Talha Jahangir

Enhanced Emotion Recognition on the FER-2013 Dataset by Training VGG from Scratch pp. 1691-1719

Muhammad Talha Jahangir

Exploring the Efficacy of CNN Architectures for Esophageal Cancer Classification Using Cell Vizio Images pp. 1720-1735

Muhammad Talha Jahangir

Fabrication of Smart Syringe Infusion Device: A Solution for Healthcare Industry pp. 1736-1750

Zunair Tariq

Optimizing Human Activity Recognition with Ensemble Deep Learning on Wearable Sensor Data pp. 1751-1767

Nazish Ashfaq

Machine Learning-Based Heart Disease Classification for Symptom-Driven Diagnostics pp. 1768-1788

Muhammad Talha Jahangir

Machine Learning for Detecting Social Media Addiction Patterns: Analyzing User Behavior and Mental Health Data pp. 1789-1807

Tahir Ehsan

Deep Learning-Based Image Captioning for Visual Impairment Using a VGG16 and LSTM Approach pp. 1808-1825

Muhammad Talha Jahangir

Analysis of MLP, CNN,and Transfer Learning Using VGG-16 for CIFAR-10 Dataset pp. 1826-1838

Shahid Mahmood

Parametrical Analysis of Symmetrical Double U-Slots Micro Strip Circular Patch Antenna for Wireless Communication Devices pp. 1839-1847

Arshad Wahab

Real-Time Detection of Diabetic Retinopathy Using Deep Learning Techniques pp. 1848-1861

Irfan Ali Bhacho

Exploring Deep Learning Approaches for Early Detection of CKD: Trends and Techniques pp. 1862-1877

Abdus Samad

An ANFIS-Based High Precision Error Iterative Analysis Method (HPEIAM) to Improve Existing Software Reliability Growth Models pp. 1878-1896

Gul Jabeen

Modified Convolutional Neural Networksfor Facial Emotion Classification pp. 1897-1912

Sobia Yousaf

Artificial Intelligence-BasedApproach forThe Recommendations ofMango Supply Chain pp. 1913-1931

Hamza Hussain

AustemperingTime and Its Influence on the Mechanical Performance of Inverse Bainite: Insights from Hardness, Toughness, and Strength Testing pp. 1932-1942

Aqil Inam,

Revolutionary Hologram Systems: Pioneering a New Frontier in Visual Technology pp. 1943-1955

Rameez Ahmed

Pedagogical Suitability: A Software Metrics-Based Analysis of Java and Python pp. 1956-1967

Muhammad Shumail Naveed

Machine Learning in Livestock Management: A Systematic Exploration of Techniques and Outcomes pp. 1968-1984

Muhammad Qasim

Predicting Depression Among Type-2 Diabetic Patients Using Federated Learning pp. 1984-1994

Rabia Tehseen

Predictionof Brain Stroke Using Federated Learning pp. 1995-2013

Rabia Tehseen

Plant Disease Detection Using Computational Approaches: A Systematic Literature Review pp. 2014-2026

Arslan Akram

Harnessing Language Intelligence.Innovative Approaches to Sustainable Mental Health Interventions in the Digital Age pp. 2027-2046

Malik Harris Zahir

Advanced AI Mechanics in Unity 3D for Immersive Gameplay.A Study on Finite State Machines & Artificial Intelligence pp. 2047-2068

Arslan Akram

A Large Language Model-based Web Application for Contextual Document Conversation pp. 2069-2083

Asad Khan

Identification of Fake Contents Using Text-mining Techniques pp. 2084-2103

Saqlain Sajjad

AI-Driven Control and Processing System for Smart Homes with Solar Energy pp. 2104-2116

Muhammad Hamza

Enhancing Three-Phase Induction Motor Performance with Soft Ramp Control pp. 2117-2123

Asif Hussain

Lightweight Cryptography Algorithms for Internet of ThingsEnabled Networks.A Comparative Study pp. 2124-2139

JavariaKhalid

A Blockchain-Based Framework for Secure Public and Sealed-Bid Auctions with AES Encryption pp. 2140-2158

Muhammad Burhan

The Emergence of the Internet of Things in Military Defense: A Comprehensive Review pp. 2159-2179

Muhammad Kashif

Physio-Mechanical and Petrographic Characteristics of Granitic Rocks from the Demote Valley, Gilgit, Pakistan: Implications for Strength and Bearing Capacity pp. 2180-2194

Shahbaz Alam

Signal Processing Approach to Detect Non-Metallic Targets for Through Wall Imaging UsingUWB Antenna pp. 2195-2208

Sajjad Ahmed

A Comprehensive Review and Analysis on Voltage Stability Enhancement UsingDistributed Generation pp. 2209-2224

Shehzad Haneef

Comparison of IoT Messaging Protocols: A novel Crop-Specific Protocolfor Wheat, Banana,and Chili pp. 2225-2238

Komal Memon

Volume 6, issue 3, 2024

Deep Learning Based Multi Crop Disease Detection System pp. 1009-1020

Gul Munir

Recurrent Neural Network and Multi-Factor Feature Filtering for Ransomware Detection in Android Apps pp. 1021-1030

Inam Ullah Khan

Real Estate Price Prediction pp. 1031-1044

Rabia Naz

Leveraging CIELAB Segmentation and CNN for Wheat Fungi Disease Classification pp. 1045-1057

Usman Islam

Hybrid Technique forEstimating Fetal Head Circumference Using Ultrasound Imaging pp. 1058-1075

Ameera Shafique

Breaking Down Monoliths: A Graph Based Approach to Microservices Migration pp. 1076-1087

Azaz Ahmed Kiani

Classifying Text in Citation Context as Relevant or Irrelevant to the Cited Paper pp. 1088-1098

Afsheen Khalid

Design and Analysis of Microstrip Patch Antenna Operating at Higher Order Mode pp. 1099-1109

Muhammad Adil Khan

Designing an AI-Based Greenhouse Plant Monitoring System to Detect and Classify Plant Diseases from Leaf Images pp. 1110-1119

Muhammad Sartaj

Predictive Maintenance Using Deep Learning: Enhancing Reliability and Reducing Electrical System Downtime pp. 1120-1136

Jamshaid Basit

Gender-Based Analysis of Employee Attrition Prediction Using Machine Learning pp. 1137-1150

Jamshaid Basit

A Framework of Software as a Service Using a Crowdsourcing Approach: A Case Study of Smart Classroom pp. 1151-1167

Samina Rashid

A Demographic Fuzzy Similarity ComputationMethod for Recommender Systems pp. 1168-1193

Madiha Khan

A Critical Evaluation for the Energy EfficientRouting Protocols in Wireless Body Area Sensor Networks (WBAN) pp. 1194-1210

Naveed Ahmad

Enhancing Management Strategies: Machine Learningand Creative Performance Insights in Employee Attrition Analysisand Prediction pp. 1211-1227

Neelam Urooj

Unlocking Potential: Personality-Aware TVET Course Recommendations Revolutionize Skill Development pp. 1228-1248

Rana Hammad Hassan

A ReviewBased on Active Research Areas in Mining Software Bug Repositories: Limitations and Possible Future Trends pp. 1249-1266

Fatima Waseem

Impact of Internal Forces on Employee Behaviors: Role of Situational Factors pp. 1267-1282

Nimra Riasat

Analyzing Privacy in Frank Lloyd Wright's Prairie Style Homes Through Syntactic Methodsusing “A Graph”and Depth Map XSoftwares pp. 1283-1296

Sehar Iftikhar

Monsoon 2022 Floods and Its Impacts on Agriculture Land Using Geospatial Approaches:A Case Study of Khyber Pakhtunkhwa Province Pakistan pp. 1297-1312

Abid Sarwar

Comprehensive Assessment of Air Quality Dynamics Around Yosemite National Park Using Remote Sensing, GIS, and Computational Analysis During Wildfire Events pp. 1313-1327

Ambreena Javaid

Exploring the Spectrum Power Fractal ScalingParameters by Hurst Range Increment -Second Order Moment Generation Techniques pp. 1328-1338

Muhammad Ilyas

ThematicAnalysisofTourismDownfallandEconomicConsequences During Covid-19: Evidence from A Rural Mountain Community in Pakistan pp. 1339-1353

Muhammad Ilyas

Analysis of Drinking Water Quality and Associated Human Health Risks.A Case Study of Rawalpindi-Pakistan pp. 1354-1369

Anam Khurshid

A Dynamic Architecture to Control Multi-Rotors Using Hand Gestures pp. 1370-1385

Nabeel Hussain

Analyzing the Impacts of Soapstone Dust on Respiratory System of Mine Workers Through Structural Equation Modelling Technique: A Case Study of Sherwan Soapstone Mines, Abbottabad, Pakistan pp. 1386-1401

Salim Raza

Analyzing the Shadows:Machine Learning Approaches for Depression Detection on Twitter pp. 1402-1416

Fiza Azam

A Review on Cloud Computing Threats, Securityand Possible Solutions pp. 1417-1437

Hafiz Muhammad Faisal Shehzad

Dynamic Malware Detection Using Effective Machine Learning Models with Feature Selection Techniques pp. 1438-1452

Inam Ullah Khan

A Computational Studyof Ichthyofaunal Diversity of River Kabul pp. 1453-1468

Faisal Ahmad Lodhi

Computational Analysisof ModelHousesof Da Kali KORin Matta Swat pp. 1469-1487

Habib Ullah

AI-Powered Detection: Implementing Deep Learning for Breast Cancer Prediction pp. 1488-1504

Anmol Tanveer

Human Factors and Risk Analysis in Conventional System of Marble Mining: Using HFACS Framework and Structural Equation Modeling Technique pp. 1505-1523

Saira Sherin

GoDriveNet: A Unified Platform for Cloud Storage with Social Networking pp. 1524-1536

M Talha Jahangir

Nature Scene Classification Using Transfer Learning with InceptionV3 on the Intel Scene Dataset pp. 1537-1553

Muhammad Talha Jahangir

VDMF: VANETsDetection Mechanism Using Fog Computing forCollusion and Sybil Attacks pp. 1554-1567

Asif Khan

Volume 6, issue 2, 2024

Enhancing Security in Mobile Cloud Computing: An Analysis of Authentication Protocols and Innovation pp. 351-365

Amna Shahzadi

Image Compression Exploration using Discrete Wavelets Transform Families and Level pp. 366-379

Arbab Waseem Abbas

Deep Learning-Based Automated Classroom Slide Extraction pp. 380-395

Zeeshan Azhar

Bitcoin Price Forecasting: A Comparative Study of Machine Learning, Statistical and Deep Learning Models pp. 396-412

Neelam Urooj

A Machine Learning Prediction of Mechanical Properties in Reinforcement Bars: A Data-Driven Approach pp. 413-425

Taimoor Hussain Qureshi

Alex Net-Based Speech Emotion Recognition Using 3D Mel-Spectrograms pp. 426-433

Sara Ali

An Advanced 2-Output DNN Model for Impulse Noise Mitigation in NOMA-Enabled Smart Energy Meters pp. 444-458

Muhammad Hussain

Digital Twins and Engineering Education: Current Status pp. 459-490

M Khalid Shaikh

Numerical Simulation of Flow Past a Square Object Detached with Controlling Object at Various Reynolds Number pp. 491-513

Raheela Manzoor

Enhancing Cardiovascular Disease Risk Prediction Using Resampling and Machine Learning pp. 514-531

Ayesha Kiran

Spatial Investigation of Soil Erosion Risk in the High Rainfall Zone of Pakistan by Using Rusle Model pp. 532-549

Ihtisham Khan

A Comparative Analysis of BER Performance for NOMA in the Presence of Rayleigh Fading and Impulse Noise pp. 550-564

Muhammad Hussain

Contrasting Impact of Start State on Performance of AReinforcement Learning Recommender System pp. 565-581

Sidra Hassan

A Sustainable Growth MetaMask Consulting Application for Agriculture Sector Using Ethereum and Blockchain Technology pp. 582-592

Adnan Ashraf

Overview of Immersive Data Visualization: Enhancing Insights and Engagement Through Virtual Reality pp. 593-607

Muhammad Faique

Osteochondroma Identification Through Transfer Learning and Convolutional Neural Networks pp. 608-620

Ayesha Afridi

Assessing Eight Years of Monsoon Rainfall Patterns in Karachi, Pakistan: Study of the Intense Rainfall Events pp. 621-631

Safeera Zaineb

Potential Challenges and Solutions for Implementing NOMA in Smart Grid pp. 632-651

Muhammad Hussain

SSOCANET -Empowering VANETs with Salp Swarm Optimization-Enhanced Clustering Algorithm pp. 652-663

Zeeshan Hidayat

Particle Filter Based Multi-sensor Fusion for Remaining Service Life Estimation of Energized LV-Aerial Bundled Cables pp. 664-687

Taimoor Zafar

Automated Seismic Horizon Tracking Using Advance Spectral Decomposition Method pp. 688-697

Maryam Mahsal Khan

A Conceptual Framework for Reducing RequirementEngineering Challenges in Industrial-Scale Software Projects pp. 698-712

Hafsa Shareef Dar

AI-Driven Weed Classification for Improved Cotton Farming in Sindh, Pakistan pp. 713-724

Abdul Aziz

Design of a High Gain Dual Band Patch Antenna with T Slot Ground Structure for Millimeter Wave Communication Applications pp. 725-738

Usama Saleem

Performance Evaluation of Fake News Detection Using Artificial Intelligence Techniques pp. 739-753

Syed Muhammad Hamza

Using Spatial Covariance of Geometric and Shape Based Features for Recognition of Basic and Compound Emotions pp. 754-771

Syed Farooq Ali

Deep Learning Based Identification and Categorization of Various Phases of Diabetic Retinopathy pp. 772-784

Reem Jawed

Epidemiological Insights and Statistical Analysis ofa Recent Conjunctivitis Outbreak in Lahore, Pakistan pp. 785-795

Muhammad Sulman Khan

Enhanced Brain Tumor Diagnosis with EfficientNetB6: Leveraging Transfer Learning and Edge Detection Techniques pp. 796-807

Adnan Hameed

DeepFaces: Advancing Age and Gender Classification using Facial Images with Deep Features pp. 808-818

Ammad Noor

Deep Learning for Viral Detection: Affordable Camera Technology in Public Health pp. 819-832

Shaheena Noor

Gemstones Supply Chain Management throughBlockchain Mechanism pp. 833-848

Talha Ahsan

Prediction of Elective Patients and Length of Stay in Hospital pp. 849-865

Muhammad Shahzad Saleem

Impact Assessment of Monsoon Precipitation on Groundwater Level in Lahore DistrictGEE Script pp. 866-878

Munawar Hussain

LULC-NEAT: Land Use Land Cover Classification Using NeuroEvolution of Augmenting Topologies pp. 879-899

Sumayyea Salahuddin

Clinical Prediction of Female Infertility Through Advanced Machine Learning Techniques pp. 900-917

Fida Muhammad Khan

Comprehensive Review on Postoperative Central Nervous System Infections (PCNSI): Causes, Prevention Strategies, and Therapeutic Approaches using Computer Based Electronic Health Record (EHR) pp. 930-944

Bushra Mazhar

Advanced Blast Algorithm for Molecular Identification, Biodegradation and Decolorization of Synthetic Melanoidins Using Fungal Species Isolated from Soil and Spent Wash pp. 945-960

Zeeshan Ali

New Bovid (Artiodactyla) Fossils from the Siwaliks of Pakistan: Reviving a Lost World pp. 961-981

Azka Parvaiz

Exploring Agile Testing Methodologies: A Perspective from the Software Industry pp. 980-995

Mahdia Shoaib

Volume 6, issue 1, 2024

Synergizing Digital Twin Technology for Advanced Depression Categorization in Social-Media through Data Mining Analysis pp. 1-10

Sajawal Khan

Python-Based Land Suitability Analysis for Wheat Cultivation Using MCEand Google Earth Engine in Punjab-Pakistan pp. 11-25

Nadeem Ahmed

Applying Agile Principles and Methods in Industries Outside IT Landscape: A Systematic Literature Review pp. 26-38

Roshni

Assessment of Public Participation Modalities through Social Media Platforms for Approval of Private Housing Schemes: Case Studies under LDA Lahore, Pakistan pp. 40-57

Maria Kausar

Ransomware Resilience: A Real-Time Detection Framework using Kafka and Machine Learning pp. 70-82

Saad Khan

Effects of Filters inRetinal Disease Detection onOptical Coherence Tomography (OCT) ImagesUsing Machine Learning Classifiers pp. 83-97

Asad Wali

Review of Peer Feedback in Collaborative Tutoring Systems pp. 98-114

Sehrish Abrejo

Towards End-to-End Speech Recognition System for Pashto Language Using Transformer Model pp. 115-131

Munaza Sher

AI-Based Predictive Tool-Life Computation in Manufacturing Industry pp. 132-142

Muhib Aleem

A Systematic Review of Desertification Identification with Multispectral LANDSAT Image and Deep Learning Models pp. 143-169

Kulsoom

Python Based Estimation ofGroundwater Quality Along Hudaira Drain pp. 170-184

Ambreena Javaid

Operational Model Based Regional Estimation using Remote Sensing Data pp. 185-200

Muhammad Hamza

Elevating Group Recommendations and Collective Decisions Through Prioritized User Activities in Groups pp. 201-219

Iftikhar Alam

Fine-Tuning Audio Compression: Algorithmic Implementation and Performance Metrics pp. 220-236

Umer Ijaz

An Artificial Intelligence VisionTransformer Model for Classification of Bacterial Colony pp. 237-248

Farah Memon

Algorithmic Implementation and Evaluation for Image Segmentation Techniques pp. 249-264

Umer Ijaz

Cluster Analysis of COVID-19 Through Genome Sequences Using Python Bioinformatics Library pp. 265-274

Maryam Ghauri

Enhancing Face Mask Detection in Public Places with Improved Yolov4 Model for Covid-19 Transmission Reduction pp. 275-286

Muhammad Ayaz

Optimizing UAV Wing Performance: A Computational Analysis with Computer-Based Algorithms for Composite Material Integration pp. 287-300

Ahmad Ullah

Investigation of Feminism Trends Through Sentiment Analysis Using Machine Learning and Natural Language Processing pp. 301-319

Sana Sohail

AlzheimerNet-V3: Automated Deep Learning Approach for Detecting Alzheimer's Disease pp. 320-332

Inzamam Abid Chughtai

Effect of Crack Location and Orientation on Crack Growth in Boiler Tube: Theoretical and Computational Investigation pp. 333-350

MajeedurRahman