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A Comparative Study of Machine Learning Techniques for the Detection of Alzheimer's Disease
Yogesh;Kapil Kumar;Kanksha Kaur;Amandeep Thakur;Nahida Nazir;Omdev Dahiya;Sarthak Agarwal
2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)
Year: 2023 | Conference Paper |
The timely detection of Alzheimer's disease remains a significant challenge in the medical field, yet machine learning algorithms offer promising solutions. This study delves into the application of machine learning techniques, such as K-Nearest Neighbors (KNN) and Support Vector Machines (SVM), to discern Alzheimer's disease from MRI brain images. The findings demonstrate KNN's exceptional accura...Show More
Comparative Analysis of Various EDM/LA Techniques Used For Improving Quality in Higher Education System
2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)
Year: 2023 | Conference Paper |
Educational Data Mining (EDM) and Learning Analytics (LA) aim to leverage data to enhance academic learning and improve student performance. These areas cover a broad spectrum of topics, ranging from academic achievement and coaching to mental health and learning motivation. The COVID-19 pandemic has significantly impacted the higher education market, leading to a shift from traditional to online ...Show More
Comparison of Various Techniques Implemented for Educational Data Mining and Learning Analytics
2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)
Year: 2023 | Conference Paper |
Learning Analytics is closely related to EDM and encompasses activities such as measuring, collecting, analyzing, and reporting data about learners and their learning environments. The goal is to enhance our understanding of learning processes and optimize both learning and educational settings. Therefore, when ‘LA and EDM’ are mentioned together, it generally implies the convergence or collaborat...Show More
Heart Disease Prediction Using Machine Learning
Nahida Nazir;Aditya Saraogi;Kanksha Kaur;Vinod Bera;Akash Kumar Singh;Omdev Dahiya;Navlesh Kumar Singh;Kapil Bhardwaj;Suman Avdhesh Yadav
2023 6th International Conference on Contemporary Computing and Informatics (IC3I)
Year: 2023 | Conference Paper |
Cited by: Papers (6)
One of the main reasons for death worldwide is heart disease, and early detection of the condition can help lower the risk of having a cardiac arrest. This research paper aims to suggest a machine learning-based method for estimating the risk of developing cardiac disease. First recent advancements in the field have been reviewed and then an ML model has been implemented to work on the limitations...Show More
Role of Educational Data Mining and Learning Analytics Techniques Used for Predictive Modeling
2023 3rd International Conference on Innovative Practices in Technology and Management (ICIPTM)
Year: 2023 | Conference Paper |
The use of data mining techniques to answer important educational questions is done with educational data mining that may be related to predicting students' performance or assessment. The purpose of these remains to address the goal of meeting and fulfilling the learning objectives. Learning analytics is a new approach for teachers to think about education and involves the visualization of data ab...Show More
Design and Development of a Ticket Booking System using Smart Bot
Kanksha Kaur;Talluri Thanuja;Omdev Dahiya;Pechetti Tulasi Sai;Harneet Kaur;Janpreet Singh
2022 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)
Year: 2022 | Conference Paper |
Cited by: Papers (1)
Chatbot is a computer software program, that communicates to users via text or speech. This helps users to get information quickly, guides on something which the user is not aware of, answers the inputs rapidly, provides a better service, and assists online users 24/7. When there is an input, the chatbot will answer the question using the database which is already stored and available. It works ba...Show More
PROMETHEE based component evaluation and selection for Component Based Software Engineering
2014 IEEE International Conference on Advanced Communications, Control and Computing Technologies
Year: 2014 | Conference Paper |
Cited by: Papers (1)
Component Based Software Engineering aims at integrating pre-existing software components which leads to the development of a software system. The major challenge is the selection of the component that best fits the specific requirements of the software to be developed. In order to successfully integrate the components in a software system, the software components need to be evaluated and ranked a...Show More
Cursor CAPTCHA — Implementing CAPTCHA using mouse cursor
2013 Tenth International Conference on Wireless and Optical Communications Networks (WOCN)
Year: 2013 | Conference Paper |
With the growing use of Internet and its services, a large number of organizations are making use of it to provide and seek information of the people using those services. This has raised the chances of attacks on such services by interrupting them sending multiple requests to the servers providing these services programmatically. CAPTCHA (Completely Automated Public Turing test to tell Computers ...Show More
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