• Psychological Disord Ers Diagnosis Framework Using Reflective Listening and Generative AI 

  Mahrukh Shakoor, 09-241241-001 (Software Engineering, Bahria University Engineering School Islamabad, 2025)

  Mental health disorders such as Generalized Anxiety Disorder (GAD), Major Depressive Disorder (MDD), and Borderline Personality Disorder (BPD) are rising globally, and this causes access to clinically trained professionals ...
• Mobile Network Traffic Classification and Prediction 

  Hassan Ayaz, 01-241222-010 (Software Engineering, Bahria University Engineering School Islamabad, 2025)

  Call Detail Records (CDRs) from mobile networks offer rich insights into network performance and user behavior. In this study, we analyze CDR data from Telecom Italia, encompassing spatiotemporal patterns across Milan, ...
• Human Developer Vs AI: A Comparative Analysis Of Modern AI Based Software Development Tools 

  Raja Arslan Khan, 01-241222-008 (Software Engineering, Bahria University Engineering School Islamabad, 2024)

  Use of AI based tools have gained extensive acceptance by the software development community in the latest past. Various tools have now become an integral part of IDEs. At the same time AI based software development is ...
• Testing of Cyber-Physical Systems Having an AI-Based Component 

  Laraib Noor, 01-241222-004 (Software Engineering, Bahria University Engineering School Islamabad, 2024)

  Cyber-Physical Systems (CPS) integrate computational and physical processes, with applications spanning automotive, industrial robotics, and home automation industries. As CPS becomes more intricate due to technological ...
• A Comparative Analysis Of Feature Selection Techniques Using Automated Machine Learning Tools 

  Rana Tuqeer Abbas, 01-241221-007 (Software Engineering, Bahria University Engineering School Islamabad, 2024)

  AutoML (Automated Machine Learning) is the field that seeks to automate the process of developing machine learning models. AutoML is created to boost productivity and efficiency by automating as much of the process that ...
• A Unified Framework for Vehicle Recognition 

  Saad Sadiq, 01-241212-007 (Software Engineering, Bahria University Engineering School Islamabad, 2024)

  This thesis addresses the need for a unified vehicle recognition system that integrates Vehicle Make and Model Recognition (VMMR), Automatic Number Plate Recognition (ANPR), and Car Color Detection. The existing conventional ...
• Android Malware Detection Using Static Features Of Mobile Applications 

  Saima Akbar, 01-241212-008 (Software Engineering, Bahria University Engineering School Islamabad, 2023)

  The increasing use of android mobile devices and the complexity of applications have led to increase in malware threats, Information, and demanding robust security measures for safeguarding user privacy. We investigate the ...
• Semantic Web Mining by Using Clustering and Pattern Discovery 

  Qanetah Ahmed, 01-241191-015 (Software Engineering, Bahria University Engineering School Islamabad, 2021)

  The World Wide Web consists of different types of data present on websites and is in different formats. Different types of data include structured, unstructured and semi- structured data present in various formats. The aim ...
• Sentiment Analysis of Online Restaurant Reviews 

  Bilal Munir, 01-241182-056 (Software Engineering, Bahria University Engineering School Islamabad, 2021)

  Sentiment analysis has been a most imperative and very hot area in natural language processing. The aim of sentiment analysis is to examine and extort understanding from subjective information that is presented on internet. ...
• Anomaly Detection in IoT by Using Machine Learning Techniques 

  Mediha Maroof, 01-241191-012 (Software Engineering, Bahria University Engineering School Islamabad, 2021)

  The present era is marked as the era of science and technology in which IOT plays core role at a larger scale. In IOT, millions of devices are connected through wire or wireless medium that have ability to transfer data ...
• Intelligent Tutor Supported Collaborative Learning (ITSCL): A Hybrid Framework 

  Ijaz ul Haq, 01-241181-010 (Software Engineering, Bahria University Engineering School Islamabad, 2020)

  Recently Intelligent Tutoring Systems (ITS) and Computer-Supported Collaborative Learning (CSCL) have got much attention in the field of computer science, artificial intelligence. cognitive psychology, and educational ...
• Bottle Detection from Aerial Images 

  Muhammad Sheran Khalid, 01-241172-046 (Software Engineering, Bahria University Engineering School Islamabad, 2020)

  Plastic pollution is a growing concern around the globe which possess long term environmental, health and economical threats. To minimize these threats computer artificial intelligence has stepped in with its domain computer ...
• Conceptual Framework for Requirements Change Management in Globally Distributed Software Systems 

  Frnaz Akbar, 01-241181-007 (Software Engineering, Bahria University Engineering School Islamabad, 2020)

  The following research work is conducted to eke out requirements that are changing frequently in geographically dispersed environment (GDE). Successfully and efficiently cope up with the changing requirements that are key ...
• Determining Awareness Regarding Science and Technology Innovation Policy Pakistan 

  Maryam Liaqat, 01-246162-006 (Software Engineering, Bahria University Engineering School Islamabad, 2020)

  The purpose of this research is to determine the awareness of Pakistan's science and technology innovation policy and also to identify the blemishes in it. This qualitative research is exploratory and descriptive and is ...
• Security Requirements in Cloud and Knowledge Management 

  Muhammad Naeem, 01-241172-039 (Software Engineering, Bahria University Engineering School Islamabad, 2019)

  Cloud computing is rapidly growing internet techno Logy that provides and facilitates several services to its consumers including big private companies such as Glide. amazon. IBM and Microsoft. There are several different ...
• Analytical Impact and Challenges of Requirements Elicitation and Customization in Enterprise Planning (ERP) 

  Rahat Izhar, 01-241172-021 (Software Engineering, Bahria University Engineering School Islamabad, 2019)

  We are living in an era where requirements elicitation and customization play significant role in software systems design and development. Every organization now a day needs customized software systems to meet the requirements ...
• A Comparative Study Of Embedding-Based Textual Semantic Similarity techniques For Urdu Language 

  Nazish Khursheed, 01-241221-003 (Software Engineering, Bahria University Engineering School Islamabad, 2024)

  Textual Semantic Similarity (TSS) evaluates the degree to which two sentences or short texts are semantically proportional to one another. It plays an increasingly important role in tasks such as machine translation, ...
• Pattern Recognition and Customer Segmentation Using Feature Analysis on Postpaid Fixed Line Telecom Data 

  Sidra Urooj, 01-241212-012 (Software Engineering, Bahria University Engineering School Islamabad, 2024)

  Businesses today need to know their customers to maintain a competitive margin and run effectively. Customer Segmentation helps companies to understand their customer base such as their behaviors, demographics, and ...
• Detection Of Thalassemia Using Blood Smear Images: A Machine Learning Approach 

  Muhammad Hammad, 01-241221-012 (Software Engineering, Bahria University Engineering School Islamabad, 2024)

  Thalassemia is one of the most common genetic disorders worldwide, particularly prevalent in populations like Asian countries and African descent. In Pakistan thalassemia trait ranges from 5.0% to 7.0%, indicating the ...
• Thalassemia Detection Using CBC Report Through Machine Learning 

  Muhammad Rafeh Latif, 01-241221-005 (Software Engineering, Bahria University Engineering School Islamabad, 2024)

  Thalassemia, which is a hereditary blood disorder that impacts millions all over the world, requires early identification of carriers to reduce its prevalence and associated complications. Carriers, even though they often ...

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