Papers by Nirusha Manandhar
With the ever-growing amount of text and information in digital space, it is nearly impossible to... more With the ever-growing amount of text and information in digital space, it is nearly impossible to manually extract summary. Hence, there is demand of automatic system that can comprehend those data and deliver relevant information efficiently in short time. In this project, we have developed an unsupervised extractive text summarizer that pulls out most important and relevant information from text to form concise and accurate summary. The system is designed to generate summary for both categories of dataset i.e. single document and multiple documents. Various extractive summarization algorithms like Text Rank, TF-IDF and Luhn’s algorithm are used for experimenting and building the model.
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With the basis of the minimax algorithm for mathematical analysis alongside speeding up the compu... more With the basis of the minimax algorithm for mathematical analysis alongside speeding up the computation by alpha-beta pruning concept and optimizing the utility function using the heuristic function, the 4x4 AI-based tic tac toe game is developed. We explored that a 4x4 tic tac toe, an adversary search technique game in artificial intelligence, can be developed using these techniques. Increasing the size of this game would create a huge time complexity issue with the same algorithm and techniques, for which other logics must be further researched.
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Cardiovascular diseases are the most common cause of death worldwide over the last few decades i... more Cardiovascular diseases are the most common cause of death worldwide over the last few decades in the developed as well as underdeveloped and developing countries. Early detection of cardiac diseases and continuous supervision of clinicians can reduce the mortality rate. However, it is not possible to monitor patients every day in all cases accurately and consultation of a patient for 24 hours by a doctor is not available since it requires more sapience, time and expertise. In this project, we have developed and researched about models for heart disease prediction through the various heart attributes of the patient and detect impending heart disease using Machine learning techniques like backward elimination algorithm, logistic regression and REFCV on the dataset available publicly in Kaggle Website, further evaluating the results using confusion matrix and cross-validation. The early prognosis of cardiovascular diseases can aid in making decisions on lifestyle changes in high-risk patients and in turn reduce the complications, which can be a great milestone in the field of medicine.
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Image enhancement is needed due to disturbances in an image called noise which results into poor ... more Image enhancement is needed due to disturbances in an image called noise which results into poor quality image. It is used for smoothing, sharpening, removing noise, and edge detection. We have explored various terms in image filtering in this term paper, going through the spatial domain and frequency domain. In spatial domain simply using masks and linear convolution the image is filtered for blurring, sharpening and noise reduction. In frequency domain the image goes through the circular convolution before which other processing is done. In digital image processing, FFT is applied to convert an image from the image (spatial) domain to the frequency domain. Doing so is important as applying filters to images in the frequency domain is computationally faster than doing the same in the image domain. Further Gaussian filter is also studied in this term paper.
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Usability is crucial to any product because if the users cannot achieve their goals effectively, ... more Usability is crucial to any product because if the users cannot achieve their goals effectively, efficiently, and in a satisfactory manner. It is a great challenge to design an effective UI as it requires an understanding of different disciplines, for example, the user's physical and cognitive capabilities, sociological contexts, computer science and engineering, graphics design, and work domain. KU Canteen Management System is a food coupon system enabling users to choose food items and pay using card instead of physical money. The system is developed as a desktop application where user logins to the system using an RFID tag. Interface issues like deduction modes, availability of food, font sizes, etc. were addressed through development strategies like persona creation, ethnographic observation, participatory design and evaluated numerous times through expert reviews like heuristic evaluation, cognitive walkthrough, Norman's principle.
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This report represents the project assigned to sixth semester students for the partial fulfillmen... more This report represents the project assigned to sixth semester students for the partial fulfillment of COMP 308 given by the department of computer science and engineering, KU. Website is the internet advertising and communication billboard for an organization which provides the better visibility about every information needed to be flowed. KUYRCC being a very proficient club in Kathmandu university, it has just recently launched an official site with static message flows, timelines display and other features representing the club. Still with the official launching of the website, recent trend for message flow for this club has been paper based and through Facebook groups which makes the members and visitors unaware of the information. With an objective of developing a viable, usable and dynamic website, “KUYRCC” project, a website development project was initiated. Conducting proper requirement analysis of the website development project, we have developed this website which includes online registration form for new members and online dynamic volunteer forms along the events, which solves the paper-based issues spotted due to existing system. With transparent event updates and notifications, the users can get information about events of the club. Integrating a dynamic event system, provision of updating and deleting the event with authentication and correct verification enabled, this project was developed use JavaScript as programming language, Node JS framework along with Mongo DB as a database, outcoming a viable project.
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[COMP 303] [For partial fulfillment of 3 rd year / 1 st semester in Computer Engineering] Submitt... more [COMP 303] [For partial fulfillment of 3 rd year / 1 st semester in Computer Engineering] Submitted by: SACHIN MAHARJAN (27) NIRUSHA MANANDHAR (31) SAGUN LAL SHRESTHA (53) RUCHI TANDUKAR (57) CE 2016
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The main concept behind the Arduino-based Smartphone Charging Controller is to control the chargi... more The main concept behind the Arduino-based Smartphone Charging Controller is to control the charging time by setting the time for which you wish to charge the phone, and once the time is up, the power to the charging adapter is disconnected automatically. The major components used are relay, arduino uno and keypad. For display simply serial monitor is used.
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A third year first semester project report submitted in partial fulfilment of the requirements fo... more A third year first semester project report submitted in partial fulfilment of the requirements for COMP 315 by: SachinMaharjan(27) Nirusha Manandhar (31) Sagun Lal Shrestha (53) Ruchi Tanudukar (57) 13 th Jan 2019
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Papers by Nirusha Manandhar