International Journal of Innovations in Science & Technology

2019 - 2026

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

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Volume 8, issue 3, 2026

LLM-Powered Framework to Explore Summarized Aggregated Multimedia Vertical Web Search Results pp. 01-11

Muhammad Wajeeh Uz Zaman,Umer Rashid,Abdur Rehman Khan

Robust Dysarthric Speech Transcription via Transformer-Based Whisper ASR: Spectral-Temporal Modeling for Impaired Articulation pp. 12-23

Qurat Ul Ain,Hammad Afzal,Fazli Subhan,Aamana

Deep Learning-Based Software Fault Prediction Using Product and Process Metrics pp. 24-43

Aamer Nadeem Faryal Hayat

Machine Learning-Based Classification of Encrypted VPN and Non-VPN Traffic with Temporal Features Analysis pp. 44-62

Dilawer Khan,Musawer Hamad Khan,Muhammad Bilal,Hameed Ullah Khan,Shafiq Ur Rehman Khan,Alishba Khalid

Ethical and Clinical Implications of Artificial Intelligence in Diagnostic Medicine pp. 63-74

Farah Naeem Malik,Faiza Nawaz∗ and Hamna Mughal

A Comparative Study of Automated Approaches for Detecting Subjectivity and Unverifiability in Natural Language Software Requirements pp. 75-86

Aamer Nadeem Muhammad Arsalan Iltaf

A Unified Multi-Model Learning Framework for Reliable Static Malware Detection pp. 87-99

Muhammad Adeel Abid

Volume 8, issue 2, 2026

Numerical Analysis of Nonlinear Electron Acoustic Lump Solitons in a Homogeneous, Unmagnetized, Collision less Plasma pp. 459-469

Κ. H. Shah,Asad Ali,Ahmar Manzoor,Muhammad Imran,Muhammad Hanif

Latency-Aware Comparative Evaluation of Machine Learning Classifiers for Network Intrusion Detection Using the LAAI Metric on KDD99 pp. 470-486

Ali Haider

A Resource-Constrained AI Factory Framework with Data Schema and Validation for Satellite-Based Agricultural Monitoring in Pakistan pp. 487-503

Raazia Sosan Waseem

UM-MDAS: A Unified Model Framework for Multi-Document Abstractive Summarization pp. 504-519

Reshma Khan,Sarwar Shah Khan,Ijaz Ali,Muhammad Saad Salman,Abdur Rahman,Mian Saeed Akber,Muhammad Yousaf

ELIPSE: Enhanced Live Interview Practice with Sentiment Evaluation, A Zero-Cost Real-Time AI Interview System Achieving Human Level Interaction Fidelity with Sub Two Second Latency and Multi-Dimensional Behavioral Analytics pp. 520-545

Soban Ali Awan,Ali Haider,Omar Bin Samin

Assessing the Effectiveness of Modern Deep Learning Architectures in Multi-Label News Categorization pp. 546-566

Asma Junaid Ali Haider

Beyond Sentiment: Detecting Sarcasm in Financial Cash Tag Discourse Using BERT pp. 567-575

Faheem Ahmed,Kamran Dahri,Muhammad Aquib,Rida Sara Khan,Muhammad Yaqoob Koondhar

A Case-Based Evaluation of Quantum-Resistant Data Indexing Techniques for Blockchain Databases pp. 576-596

Asad Ali,Saima Munawar,Nasir Naveed

Next Generation Career Counseling Platform Powered by Artificial Intelligence pp. 597-613

Natasha Shakeel,Saima Munawar,Nasir Naveed

MLOps-Enabled Autonomous AI Agents for End-to-End Software Project Management pp. 614-631

Muhammad Ahmed Shawaiz Arif

Neuro Alert: Efficient Deep Learning-Based Detection of Intracranial Hemorrhage from CT Images pp. 632-647

Amna Sajid,Anam Taskeen,Faryal Hayat,Mohsin Abbas,Aimen Ashraf,Misbah Noor

Blockchain and AI-Based Platform for Managing Lost and Found Items in Public Places pp. 648-662

Muhammad Mateen Sadiq Sana Irshad

Spatio-Temporal Analysis of Land Use Land Cover Dynamics, Synergy of Land Surface Temperature and Snow Cover Fluctuations in Gilgit River Basin, North Pakistan pp. 663-684

Atta-ur Rahman*,Osama Amjad,Hussain Zia,Muhammad Dawood

Isolation Enhancement of Tightly Coupled Dual-band MIMO DRA Antennas Using Dual-band Metasurface for Low Cost 5G Applications pp. 685-697

Muhammad Yasir Jamal,Min Li,Hashibul Alam and Lijun Jiang

A Lightweight Cloud Resource Management Framework pp. 698-707

Aaqif Afzaal Abbasi*,Amber Sultan,Syed Baqar Hussain and Tayyaba Anees

Volume 8, issue 1, 2026

Limitations of Current Syntactic Analysis Models for User Stories: A Systematic Literature Review Protocol pp. 01-10

Muhammad Arif,Huma Hayat Khan,Nargis Fatima

Qubits - Shaping the Future of Information Processing pp. 11-21

Muhammad Hussain,Muhammad Zuhair Arfeen,Arbaz Khan Orakzai and Taimoor Zafar

Assessing Sustainability Performance in the Textile Industry Using a Triple Bottom Line and SEM Approach: Evidence from a Developing Economy pp. 22-38

Junaid Arshad,Ubaid Ullah,MuzammilHafeez,Muhammad Arshad,Mansoor Mustafa,Sikandar Bilal Khattak

A Novel High Isolation Orthogonally CPW-Fed UWB MIMO Antenna for Future IoT Applications pp. 39-50

Muhammad Zahid*,Nirman Bhowmike,Zaeem Mazhar,Asma Ejaz,Sultan Shoaib3and Yasar Amin

A Next Generation Mm-Wave 2-Port Mimo Antenna Array with Wideband Characteristics for Wireless Applications pp. 51-68

Shahid Bashir Kainat Ijaz

Evolving Cosmetic Regulations in the World pp. 69-88

Mubshara Tahir,Aresha Sohail,Hafsa Khalid,Hera Naheed Khan

Anomaly-Based Intrusion Detection for Software-Defined Networks Through an Ensemble Learning Approach pp. 89-101

Muhammad Usman Younus,Muhammad Faisal,Kalsoom Safdar,Muhammad Shoaib

Reliability Improvement Using SDN: Issues and Challenges Ahead pp. 102-114

Muhammad Usman Younus,Kalsoom Safdar,Hassan Moatasam Awan

Operational Optimization of HVAC Performance in Hot–Humid Climate: Minute-Level Case Study of an Institutional Building in Bangkok, Thailand pp. 115-133

MuhammadFawadSaleem,MajidBaseer,SardarAhmedImtiaz,Fawaz,SheryarShoukat,Nauman Fayaz

Benchmarking Hybrid Transfer Learning Architectures (VGG16, ResNet-50, InceptionV3) for Cauliflower Disease Classification pp. 134-146

Sana Parveen,Wakeel Ahmad,Syed M. Adnan Shah

Real-Time Insulator Defect Detection in Overhead Transmission Lines Using YOLOv8 pp. 147-161

Sabawoon Wali,Jalil Akbarzai,Muhammad Qasim,Hina Zahir,Eamal Shinwari,HabibUr Rahman Hilal

A Hybrid Approach for Efficient Database Fragmentation in Distributed Systems pp. 162-178

Muhammad Shoaib,Muhammad Usman Younus,Kalsoom Safdar,Abdul Basit Dogar

Seasonal Spatio-Temporal Machine Learning with Conformal Uncertainty for Forecasting Nitrate, Ammonia, and Orthophosphate in Surface Waters pp. 179-195

Rabia Tehseen,Anam Mustaqeem,Muhammad Inam Ul Haq,Maham Mehr Awan,Uzma Omer,Wasif Inayat,Summaya Rafaqat

Toward Inclusive AI in Mathematics Education: Investigating Usability and Accessibility Challenges for Students with Visual Disabilities pp. 196-211

Barkat Ullah Amjad Ali1

Improved Breast Cancer Localization by using a Hybrid Approach with Swarm Intelligence and Deep Learning pp. 212-225

Laiba Shah, Zakia Jalil, Muhammad Nasir

Fine-tune BERT for Implicit Hate Speech Binary-Classification on Social Media Corpora pp. 226-239

Omaira Jaffar, Zakia Jalil, Muhammad Nasir

A Resonant Band-Pass Filter-Based Facile Recipe for the Estimation of Number Pi pp. 240-254

Muhammad Riaz, Hasanah Waqar, Haiqa Maryam

A Sustainable Next-Generation Digital Tourism Guide for Sindh Using a Multilingual Chatbot pp. 255-267

Tushar Rai, Vinod Kumar, Madeha Memon, Sanam Narejo

Link-Aware Dynamic Dwell-Timer Handover for Hybrid LiFi/WiFi Networks pp. 268-295

Mohammad Usman Ali Khan,Bilal Ur Rehman*,Salman Ilahi Siddiqui,Sahibzada Muhammad Faheem

Enhancing Clinical Predictability in Lung Disease Diagnosis Using Deep Learning on Chest X-Rays pp. 296-306

Muhammad Qasim Shah,Nafey Ahmed,Rabia Tehseen,Uzma Omer

A Dynamic-start, Dynamic-end Insertion Heuristic for Solving the Traveling Salesperson Problem pp. 307-319

Poorab Gangwani,Uzair Lodhi,Muhammad Owais,Afifa Farooq,Qazi Farrukh,Khalid Rasheed and Syed Samar Yazdani

Advanced Location-Driven Authentication Protocols in Mobile Computing Environments pp. 320-328

Farhan Nisar Robina Safi

Occupational and Public Health Risks among Urban Sanitation Workers in Lahore, Pakistan pp. 329-342

Ayesha Mehak, Ayesha Ghulam Rasool, Amna Munawar, Syed Imran Hussain Shah, Syed Irfan Hussain

A Computational Analysis of AI Models in Recognizing Formal Languages pp. 343-359

Saadat Hussain,ArapnaBai,Pooja Kumari,Karan Kumar,Aliza Salman,Khalid Rasheed,Syed Samar Yazdani

Deep Learning (DL) for Advanced Persistent Threat (APT) Detection in Cybersecurity pp. 360-381

Sajjad Ahmed,Imran Khan Keerio,Muhammed Juman Jhatial,Anjum Usman,Syed Qutaba,Abdul Rasheed

Spatial Dynamics of Flood Hazard and Vulnerability: A Geostatistical and Google Earth Engine Approach in Eastern Kasur, Pakistan pp. 382-405

Hira Shahbaz, Shahid Karim, Huda Arif

A Novel Approach Based on Deep Learning for Violence Detection in Public Places pp. 406-415

Shah Faisal Khan,Said Khalid Shah,Faheem Ullah Khan,Wasiat Khan,Fouzia Idrees

A Meshfree Simulation of a Class of Higher-Order Fractional Differential Equations Using Radial Basis Functions and Caputo Derivative pp. 416-428

Javed Khan,Rohul Amin,Arshed Ali,Imtiaz Ahmad,Hadia Atta

Leveraging Deep Learning and Natural Language Processing for the Identification of Deceptive Online Content pp. 429-436

Kamran Dahri,FaheemAhmed,Muhammad Aquib,Mohib Ali Khan,Muhammad Yaqoob Koondhar

Accelerating DNA Pattern Matching: A Parallel Computing Study Using Consumer Hardware pp. 437-458

Saadat Hussain,Aliza Salman,Karan Kumar,Arapna Bai,Pooja Kumari,Khalid Rasheed Shaikh and Syed Samar Yazdani