1. SMART TRAFFIC CONTROL SYSTEM USING YOLO-MODEL
Background of the study
Traffic congestion is a major problem in many cities, and the fixed-cycle light signal controllers are not resolving the high waiting time in the intersection. We see often a policeman managing the movements instead of the traffi...
2. DEVELOPMENT OF A DEEP LEARNING BASED VEHICLE LICENSE PLATE DETECTION SCHEME
ABSTRACT
This research developed a license plate and classification scheme using deep learning architecture which utilized transfer learning using pre-trained Convolutional Neural Network (CNN). The developed scheme used images obtained from Caltech dataset, Peking University VehicleID...
3. Improving Deep Representations by Incorporating Domain Knowledge and Modularization for Synthetic Aperture Radar and Physiological Data
Abstract
Machine Learning (ML) using Artificial Neural Networks (ANNs), referred to as Deep Learning (DL), is a very popular and powerful method of statistical inference. A primary advantage of deep-learning has been the automatic learning of informative features (that encodes the data...
4. NOVEL NATURAL LANGUAGE PROCESSING MODELS FOR MEDICAL TERMS AND SYMPTOMS DETECTION IN TWITTER
ABSTRACT
This dissertation focuses on disambiguation of language use on Twitter about drug use, consumption types of drugs, drug legalization, ontology-enhanced approaches, and prediction analysis of data-driven by developing novel NLP models. Three technical aims comprise this wo...
5. PRACTICAL AND LIGHTWEIGHT DEFENSE AGAINST WEBSITE FINGERPRINTING
ABSTRACT
Website fingerprinting is a passive network traffic analysis technique which enables an adversary to identify the website a user visited despite encryption and the use of privacy services such as Tor. Several website fingerprinting defenses built on top of Tor have been put for...
6. SEMANTICS-DRIVEN ABSTRACTIVE DOCUMENT SUMMARIZATION
ABSTRACT
The evolution of the Web over the last three decades has led to a deluge of scientific and news articles on the Internet. Harnessing these publications in different fields of study is critical to effective end user information consumption. Similarly, in the domain of heal...
7. IMPACT OF CLASSROOM LEARNING ENVIRONMENT ON THE PERFORMANCE OF STUDENTS IN CIVIC EDUCATION IN UPPER BASIC EDUCATION
Background to the Study
Generally education is the corner stone for development. It forms the basis for literacy, skill acquisition, technological advancement and ability to harness human and material resources towards the achievement of societal goal, Federal Republic...
8. AI-DRIVEN TECHNIQUES FOR MALWARE AND MALICIOUS CODE DETECTION
ABSTRACT
Driven by considerable economic profits, there has been explosive growth of malware which has posed significant damages and finical losses to public users. The increasingly sophisticated malware call for new defensive techniques that are capable of protecting l...
9. DEEP LEARNING BASED CERVICAL CANCER DISEASE DETECTION AND CLASSIFICATION MODEL
Abstract
Cervical cancer is the second most common and second most deadly cancer in Ethiopia. The disease's incidence and prevalence are increasing over time due to population growth and aging, as well as an...
10. The Role of Artificial Intelligence Applications in Climate Modeling for Northern Nigeria: A Case Study of Nigerian Meteorological Agency, Bauchi State
1.1 Background of the Study
Climate modeling plays a crucial role in understanding and mitigating the impacts of climate change. Northern Nigeria faces significant environmental challenges, including desertification, erratic rainfall patterns, and rising temperatures, which threaten agr...
11. DESIGN AND IMPLEMENTATION OF AN AI FOR PERSONNEL PROJECT MANAGEMENT SYSTEM
Background of the Study
Personnel project management (PPM) is a critical component of organizational success. In today’s dynamic and competitive environment, organizations require efficient systems to allocate resources, schedule tasks, and track project progress while managing pe...
12. An Assessment of Deep Learning Algorithms for Customer Behavior Forecasting: A Case Study of Online Shopping Platforms in Taraba State
Background of the Study
Deep learning algorithms, a subset of machine learning, have shown considerable promise in transforming industries by enabling more accurate predictions and automating complex tasks. In the context of online retail, deep learning...
13. A Review of AI-Driven Stock Market Prediction Models: A Case Study of Investment Firms in Plateau State
Background of the Study
Artificial intelligence (AI) has become a game-changer in the financial sector, particularly in stock market predictions. AI-driven models, leveraging machine learning and deep learning techniques, analyze historical data, market trends, and exte...
14. An Assessment of Deep Learning Models for Demand Forecasting: A Case Study of FMCG Companies in Kano State
Background of the Study
Demand forecasting is a critical function for fast-moving consumer goods (FMCG) companies, enabling them to predict future customer demand and make informed decisions about inventory, production, and supply chain management. Traditional forecasti...
15. The role of artificial intelligence in radiology and diagnostic accuracy: A study of hospitals in Kogi State
Background of the Study
Artificial intelligence (AI) has revolutionized many aspects of healthcare, particularly in diagnostic processes. Radiology, as a critical field of medical imaging, is one area where AI has shown great potential in improving diagnostic accuracy. Mac...
16. AN EVALUATION OF THE ROLE OF ARTIFICIAL INTELLIGENCE IN FLOOD PREDICTION AND EARLY WARNING SYSTEMS: A CASE STUDY OF RIVER NIGER BASIN, NIGER STATE
Background of the Study
Floods are among the most devastating natural disasters, affecting millions of lives annually and causing significant economic losses. In Nigeria, the River Niger Basin in Niger State is particularly vulnerable to flooding due to its geographical...
17. Optimization of Network Security Using Artificial Intelligence in Federal University, Birnin Kebbi, Kebbi State
Background of the Study:
The rapid digital transformation in higher education institutions has increased the reliance on networked systems for research, communication, and administration. However, this expansion has also exposed institutions like Federal University, Birnin...
18. Exploring the Integration of Artificial Intelligence in Network Traffic Monitoring in Federal University, Wukari, Taraba State
Background of the Study
As universities increasingly depend on networked systems for daily operations, monitoring and managing network traffic have become critical for preventing performance issues and ensuring security. Federal University, Wukari, Tara...
19. Exploring the Use of AI in Automated Network Security Auditing in Federal University, Wukari, Taraba State
Background of the Study
With the rapid evolution of cyber threats, traditional network security auditing methods have become insufficient in identifying and mitigating vulnerabilities within university networks. Federal University, Wukari, Taraba State, like many academ...
20. Analysis of the Effectiveness of AI in Network Security Monitoring in Federal University, Gusau, Zamfara State
Background of the Study
Network security is a critical aspect of any academic institution, with universities like Federal University, Gusau, Zamfara State, relying on robust and secure network infrastructures for the smooth operation of their academic, administrative, a...
21. Exploring the Role of Artificial Intelligence in Network Security at Federal University, Wukari, Taraba State
Background of the Study
With the rapid evolution of cyber threats, traditional network security systems often struggle to keep pace with emerging threats. Artificial Intelligence (AI) has emerged as a powerful tool in enhancing network security by automating threat detecti...
22. Design of an AI-Powered Intrusion Detection System for Federal University, Lafia, Nasarawa State
Background of the Study
Cybersecurity threats have evolved significantly, necessitating advanced security measures to protect institutional networks. Traditional Intrusion Detection Systems (IDS) rely on signature-based and rule-based techniques, which often fail to detect...
23. Exploring the Future of AI in Network Security Operations in Federal University, Wukari, Taraba State
Background of the Study
As cyber threats continue to grow in sophistication and frequency, traditional methods of network security are no longer sufficient to protect critical infrastructure. Artificial Intelligence (AI) has emerged as a transformative force in the field o...
24. Optimization of AI-Driven Cybersecurity Threat Detection Systems in Federal University, Lafia, Nasarawa State
Background of the Study
Cybersecurity threats are becoming more sophisticated, making traditional threat detection systems increasingly ineffective. The use of Artificial Intelligence (AI) in threat detection systems is gaining momentum due to its ability to analyze vast a...
25. Design and Implementation of a Secure AI-Based Network Authentication System in Federal University, Kashere, Gombe State
Background of the Study
Network authentication systems are crucial for securing access to sensitive data and resources in academic institutions. At Federal University Kashere, Gombe State, ensuring that only authorized users can access its network is of utmost importance d...
26. Implementation of an E-Attendance Monitoring System Using Facial Recognition for Secondary Schools in Dutse Local Government Area, Jigawa State
Background of the Study
Student attendance monitoring is an essential aspect of school administration, as it directly impacts academic performance, discipline, and overall school management. Traditionally, attendance tracking has been conducted manually...
27. Comparative Study of AI-Based and Traditional Methods for Detecting Plagiarism in Kaduna Polytechnic, Kaduna State
Background of the Study
Academic integrity is a cornerstone of the educational system, and the growing prevalence of plagiarism in student submissions poses significant challenges to educational institutions worldwide. At Kaduna Polytechnic, Kaduna State, traditional methods of detectin...
28. Enhancing Classroom Interactivity with AI-Based Augmented Reality Learning in Kogi State Polytechnic, Lokoja, Kogi State
Background of the Study
Classroom interactivity plays a vital role in student engagement and learning outcomes. Traditional teaching methods, while effective, can sometimes fail to engage students in a way that fosters deep learning and collaboration. Augmented Reality (AR), a technolog...
29. Exploring the Role of Deep Learning in Detecting Academic Fraud in University Portals: A Case Study of Federal University, Dutsin-Ma (Dutsin-Ma LGA, Katsina State)
Background of the Study
The increasing use of digital systems in educational institutions has revolutionized the way academic operations are conducted, from registration to the submission of assignments and examination results. However, the widespread use of university portals has also led...
30. Design of AI-Based Automated Course Material Summarization Models in Modibbo Adama University, Yola, Adamawa State
Background of the Study
Course material summarization is a critical task in education, as it helps students digest large volumes of information more effectively. Traditional methods of summarization are often time-consuming, requiring students to manually condense informat...
31. Development of a Deep Learning Model for Early Detection of Academic Struggles: A Case Study of University of Maiduguri (Maiduguri LGA, Borno State)
Background of the Study
The success of students in higher education is often linked to early intervention when academic struggles are detected. At the University of Maiduguri, located in Maiduguri LGA, Borno State, the university has a diverse student body with varying learning needs. Iden...
32. Exploring the Use of Deep Learning in Automated Lecture Video Summarization: A Case Study of University of Jos (Jos North LGA, Plateau State)
Background of the Study
With the increasing use of video-based learning materials, universities like the University of Jos are faced with the challenge of making vast amounts of video content accessible and easily digestible for students. Lecture videos, while valuable, can be lengthy and...
33. Development of a Deep Learning-Based System for Detecting Malpractice in Online Examinations: A Case Study of Federal University, Lokoja (Lokoja LGA, Kogi State)
Background of the Study
The advent of online examinations has transformed the way educational institutions assess students. However, the shift to digital platforms for assessments has raised concerns regarding academic malpractice, such as cheating, impersonation, and plagiarism. At Federa...
34. Enhancing the Accuracy of Optical Character Recognition (OCR) in Digitizing Old Academic Records: A Case Study of Ibrahim Badamasi Babangida University, Lapai (Lapai LGA, Niger State)
Background of the Study
Optical Character Recognition (OCR) technology has become a vital tool for digitizing printed materials and transforming them into editable text. Ibrahim Badamasi Babangida University, Lapai, located in Lapai LGA, Niger State, faces challenges in digitizing its old...
35. Design of an AI-Powered Plagiarism Detection System for University Research Papers: A Case Study of Benue State University, Makurdi (Makurdi LGA, Benue State)
Background of the Study
Plagiarism in academic research is a serious issue that undermines the integrity of academic institutions. Benue State University, Makurdi, located in Makurdi LGA, Benue State, has witnessed increasing concerns over plagiarism in student research papers and publicat...
36. An Investigation of Deep Learning Approaches for Early Detection of Student Dropout: A Case Study of Federal University, Gusau (Gusau LGA, Zamfara State)
Background of the Study
Student dropout rates are a significant concern for higher education institutions, especially in developing countries like Nigeria. Dropping out of university not only affects the students' future career prospects but also contributes to a loss of institutional...
37. An Investigation of AI-Based Automated Language Translation for Multilingual University Students: A Case Study of Bayero University, Kano (Gwale LGA, Kano State)
Background of the Study
As universities increasingly become more diverse, with students from various linguistic backgrounds, the ability to communicate effectively becomes essential for academic success. At Bayero University, Kano, many students come from regions with different native lang...
38. Evaluation of Deep Learning Approaches for Automatic Student Feedback Analysis: A Case Study of Kaduna Polytechnic (Kaduna South LGA, Kaduna State)
Background of the Study
Student feedback plays a crucial role in evaluating the effectiveness of teaching methods, course content, and overall student satisfaction. Traditionally, feedback collection and analysis at Kaduna Polytechnic, like many educational institutions, r...
39. Optimization of Automated Grading Systems Using Deep Learning: A Case Study of Kano State University of Science and Technology (Wudil LGA, Kano State)
Background of the Study
Automated grading systems have become an essential tool in modern education, particularly in universities, as they can significantly reduce the time and effort required for grading assessments. Kano State University of Science and Technology (KSUST)...
40. DETECTING FRAUDULENT ONLINE PLATFORMS BY EMPLOYING MACHINE LEARNING TECHNIQUES
Background of the Study
The rise of the internet and digital technologies has revolutionized the way we interact, conduct business, and access information. This digital transformation, while offering immense benefits, has also given rise to various challenges, one of th...
41. Optimization of E-Library Search Engines Using AI-Based Semantic Search: A Case Study of Federal Polytechnic, Idah (Idah LGA, Kogi State)
Background of the Study
The advancement of digital libraries has revolutionized the way academic resources are accessed. However, many e-libraries still rely on keyword-based search engines, which often fail to deliver relevant results, especially when users search for com...
42. Implementation of AI-Based Smart Surveillance Cameras for Enhancing University Security: A Case Study of Federal University, Lafia (Lafia LGA, Nasarawa State)
Background of the Study
University campuses are often large and complex environments that require effective security measures to ensure the safety of students, faculty, and staff. Traditional security measures, such as manual patrols and closed-circuit television (CCTV) ca...
43. Design and Implementation of an AI‐Based System for Analyzing Gene Expression Data: A Case Study of Federal University, Kashere, Gombe State
Background of the Study
The rapid advancement in genomic technologies has significantly increased the volume of gene expression data available to researchers. This surge in data necessitates the development of sophisticated analytical tools that can process and interpret...
44. Evaluation of Computational Approaches for Predicting Protein‐Ligand Interactions: A Case Study of Modibbo Adama University, Yola, Adamawa State
Background of the Study
The prediction of protein–ligand interactions is a cornerstone of drug discovery and development, providing insights into the molecular mechanisms underlying therapeutic efficacy. With the advent of high‐performance computing and advanced sim...
45. Enhancing Disease Diagnosis Using AI‐Powered Bioinformatics Tools: A Case Study of Usmanu Danfodiyo University, Sokoto State
Background of the Study
The integration of artificial intelligence (AI) with bioinformatics has revolutionized disease diagnosis by enabling the rapid and accurate analysis of complex biological data. At Usmanu Danfodiyo University, Sokoto State, researchers are exploring...
46. Development of an AI‐Based System for Personalized Medicine Using Genomic Data: A Case Study of Federal University, Dutse, Jigawa State
Background of the Study
Personalized medicine represents a paradigm shift in healthcare, emphasizing tailored treatment strategies based on an individual’s genetic profile. With the rapid advancement in genomic sequencing technologies, vast amounts of genomic data a...
47. Design and Implementation of a Genomic Data Annotation System Using Deep Learning: A Case Study of Gombe State University, Gombe State
Background of the Study
The rapid expansion of genomic sequencing technologies has resulted in an exponential increase in raw genomic data. However, transforming these vast datasets into meaningful biological insights remains a critical challenge. Genomic data annotation&...
48. Design and Implementation of an AI‐Based Platform for Predicting Genetic Mutations: A Case Study of Bauchi State University, Gadau, Bauchi State
Background of the Study
The rapid advancements in genomic technologies have led to an exponential increase in genetic data, creating both opportunities and challenges in mutation prediction. Predicting genetic mutations accurately is critical for early diagnosis, personal...
49. Design and Implementation of an AI‐Based Platform for Drug Discovery in HIV Treatment: A Case Study of Federal University of Technology, Minna, Niger State
Background of the Study
The persistent global challenge of HIV/AIDS demands innovative therapeutic solutions, and drug discovery remains a critical area of research. Advances in artificial intelligence (AI) have opened new avenues in pharmaceutical research, particularly...
50. Evaluation of AI-Based Approaches for Analyzing Genomic Variants: A Case Study of Adamawa State University, Mubi, Adamawa State
Background of the Study
Genomic variants, including single nucleotide polymorphisms (SNPs) and insertions/deletions (indels), play a critical role in determining an individual’s phenotype and disease risk. Accurate analysis of these variants is esse...
