MS (DS) (BUIC-E-8): Recent submissions

  • Few Shot learning for Identification of Writing Styles –An Application to Short Historical Scientific Notes 
    Iqra Ambreen, 01-249202-007 (Computer Sciences, 2022)
    Computational analysis of historical documents has remained an interesting research area for the pattern classification community. Identifying the documents based on structural similarity among their features is a major ...
  • Document Visual Question Answering 
    Eiza Batool, 01-249202-002 (Computer Sciences, 2022)
    Visual Question Answering is one of the most emerging problems in computer vision and natural language processing (NLP). Visual question answering is the process of answering the question about an image by using visual ...
  • Studying the Factors Affecting the Risk of Forest Fire Occurrence and Applying Machine Learning Techniques for Detection 
    Sara Chaudhry, 01-249202-014 (Computer Science, 2022)
    One of the major factors contributing to environmental dangers, which have a variety of detrimental effects on human existence, is forest fires. Therefore, controlling such a situation and preserving lives requires early ...
  • Carbon Footprint Analysis in Logistics Using Machine Learning Approaches for Sustainable Transportation 
    Laiba Sadeer, 01-249202-008 (Computer Sciences, 2022)
    Climate change has become a significant concern for humanity in this ethnocentric era.. Transportation contributes approximately 23% of the annual global CO2. Governments and politicians have been asked to take action to ...
  • Low Illumination Object Detection using Deep Learning Techniques. 
    Anza Tahrim Abbasi, 01-249201-002 (Computer Sciences BUIC, 2022)
    Since object detection in the actual world is affected by illumination, object detection has been a challenging task for quite a long time. Under normal lighting conditions, image processing achieves significant efficiency ...
  • Deep Water Image Classification for Marine Using Convolutional Neural Network. 
    Muhammad Imran, 01-249201-006 (Computer Sciences BUIC, 2022)
    Deep learning models perform well in open-air captured image classification problems but, in the case of underwater images, can’t find better accuracy due to low-level features. Under-water image classification is a difficult ...
  • Face Morphing Attack Detection. 
    Muhammad Hamza, 01-249201-005 (Computer Sciences BUIC, 2022)
    Failure of facial recognition and authentication system may lead to several unlawful activities. The current facial recognition systems are vulnerable to different biometric attacks. This research focuses on morphing attack ...
  • Person Identification through Gait. 
    Abdul Basit Mughal, 01-249201-018 (Computer Sciences BUIC, 2022)
    In the field of computer vision, person identification across several cameras is a very important task especially the identification of the same person in different scenes. Human gait identification is a biometrics technique ...
  • Classification of Children with Specific Language Impairment using Audio Data. 
    Saima Safdar, 01-249201-011 (Computer Sciences BUIC, 2022)
    Specific Language Impairment is a language disorder which prevents children from achieving language skills. Children that are affected with SLI are frequently late to speak and may not generate any words until they are two ...
  • Fake News Identification Using Machine Learning. 
    Hafiz M Ehtaisham Fared, 01-249201-003 (Computer Sciences BUIC, 2022)
    Now a days we are surrounded by fake news. Fake news or disinformative news spread out with a very high ratio among various communities over the globe due to the advancement in technology in term of involving social media ...
  • Identification and Tracking of Players. 
    Syed Mujtaba Haider, 01-249201-017 (Computer Sciences BUIC, 2022)
    Identification and tracking of players in sports broadcasts has been an enduring challenge within the Deep Learning and Computer Vision domain. In the field of identification and tracking of players are important for team ...
  • Exploiting Transliterated Words for Finding Similarity in Inter-Language News Articles. 
    Sameea Naeem, 01-249201-014 (Computer Sciences BUIC, 2022)
    Finding similarities between two inter-language news articles is a challenging problem of Natural Language Processing (NLP). All the major human activities become news and uploaded to the different news platforms in so ...
  • Predicting Drug Chemical Interactions Using Deep Learning 
    Waqar Kaleem Khan, 01-249191-013 (Computer Sciences BUIC, 2021)
    Drug-drug interactions (DDis) are one of the crucial concerns in pharmaceutical research. In the past decade, many researchers developed some machine learning based methods, but these ML methods focus on whether two drugs ...
  • On The Fly Object Category Learning 
    Afan Haidar, 01-249192-004 (Computer Sciences BUIC, 2021)
    Image search methods (for example, Search On Google), rely on text features. This results in uncertain and noisy outcomes. Robots are getting more intelligent, efficient, and capable of completing more challenging tasks, ...
  • Feature Relevance Analysis for Handwriting Based Identification of Parkinson ’s Disease 
    Saman Khawar, 01-249192-014 (Computer Sciences BUIC, 2021)
    Parkinson’s disease is a severe neurodegenerative disorder that impairs the motor system over time, causing the slowness of speech and movements, as well as abnormal writing abilities due to tremors. Parkinson’s patients ...
  • Classification of Autism Spectrum Disorder Using Multi-modal Data Fusion 
    Adnan Younas, 01-249192-021 (Computer Sciences BUIC, 2021)
    Autism spectrum disorder (ASD) is a neurodevelopmental disorder that causes problem in social behavior and interactions. It can adversely affect the social functioning of the individuals. Each autistic individual is said ...
  • Classification and Subgroup Analysis of Dyslexic Individuals 
    Ammara Minhas, 01-249192-023 (Computer Sciences BUIC, 2021)
    Analysis of dyslexia is an interesting research area in medical field through MRI scans and eye ball tracking etc and also it is very interesting research in machine learning through different models. Dyslexia is a ...
  • Identification of Autism Spectrum Disorder through Facial Morphology 
    Adeel Anwar, 01-249192-003 (Computer Sciences BUIC, 2021)
    Autism spectrum disorder ASD has remained a popular research area for the last two decades. Autism is a severe spectrum disorder that affects communication, intellectual and social skills. Each patient exhibits the same ...
  • Distributed Denial of Service Attacks Classification and Mitigation 
    Kinza Tameez, 01-249191-004 (Computer Sciences BUIC, 2021)
    Distributed Denial of Service (DDoS) attack introduces new threats and vulnerabilities to the network security, in addition to the ones that already existed. The DDoS attack type is one of the most violent attack type in ...
  • Software Requirements Classification Using NLP Techniques 
    Muhammad Farooq, 01-249192-007 (Computer Sciences BUIC, 2021)
    The software requirement specification is a document that specifies what the software will do and how it will work. Delivery of good quality software depends on the software requirements as it is the building block of ...

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