Pinned Repositories
Database-Management-System
A collection of project works related to the course Database Management System (CS550)
Graph-library-using-C
Implement the functions related to a graph such as a graph traversal (Breadth or Depth-first search), addition or removal of vertices or edges, visual representation of input graph, finding the path between vertices, and degree of vertices using C language
Phishing-URL-Detection
To classify benign/malicious URLs. Extract features like the number of (dots, subdirectories, subdomains), presence of (hyphen, at, double slash), and URL length. Applied Pruned Decision trees, Naïve Bayes, SVM, and Neural Networks (3 layered with Back Propagation) and achieved 93% accuracy for Pruned Decision trees.
Theory-and-Practice-of-Information-Security
A collection of assignment solutions to the course Theory and Practice of Information Security (ISA562)
Analysis-of-Algorithms
A collection of assignment solutions to the course Analysis of Algorithms (CS583)
Android-Based-Multimedia-Storage-on-Cloud
An app to securely store and retrieve multimedia files from mobile to cloud. The files are organized based on the timestamp with a synchronized view and file manipulation features between mobile and cloud.
Component-Based-Web-Design
A collection of project works related to the course Component Based Web Design (SWE645)
Computer-Vision-Course-Assignments-
A collection of solutions to the quizzes and programming assignments related to Computer Vision course (CS682)
Data-structures-using-JAVA
A collection of project works related to the course Data structures using JAVA
Emphasis-Selection-for-Written-Text-in-Visual-Media
Ensemble and fine-tune pre-trained transformer-based NLP models BERT and ERNIE to capture the inter-subjectivity or common sense within a given text and predict the highly emphasized words. Accuracy increased from 75% to 82% after adding data augmentation techniques and lexical features.
MithilaeshJayakumar's Repositories
MithilaeshJayakumar/Hackerrank-Python-Practice
A collection of python program solutions for Hacker rank Python Practice questions
MithilaeshJayakumar/Data-structures-using-JAVA
A collection of project works related to the course Data structures using JAVA
MithilaeshJayakumar/Component-Based-Web-Design
A collection of project works related to the course Component Based Web Design (SWE645)
MithilaeshJayakumar/Database-Management-System
A collection of project works related to the course Database Management System (CS550)
MithilaeshJayakumar/Housing-Analytics
To provide a personalized analytical framework to explore and choose the best investment options using a variety of Machine Learning and Deep Learning techniques through a mobile application.
MithilaeshJayakumar/Simple-Python-Programs
A collection of simple python programming questions and solutions for a beginner level coder.
MithilaeshJayakumar/Analysis-of-Algorithms
A collection of assignment solutions to the course Analysis of Algorithms (CS583)
MithilaeshJayakumar/Theory-and-Practice-of-Information-Security
A collection of assignment solutions to the course Theory and Practice of Information Security (ISA562)
MithilaeshJayakumar/Vehicle-Detection-System
Detect the cars present in the images or videos. Compare the traditional and modern vehicle detection approaches. The first approach uses the HOG algorithm to generate feature vectors and an SVM classifier with 96% accuracy. The second approach uses the pre-trained YOLO_TINY Convolutional Neural Network with 99.98% accuracy and 40% reduced processing time.
MithilaeshJayakumar/Computer-Vision-Course-Assignments-
A collection of solutions to the quizzes and programming assignments related to Computer Vision course (CS682)
MithilaeshJayakumar/XML-and-JSON-Parser-using-JAVA
A simple XML and JSON Parser implementation using Java.
MithilaeshJayakumar/Emphasis-Selection-for-Written-Text-in-Visual-Media
Ensemble and fine-tune pre-trained transformer-based NLP models BERT and ERNIE to capture the inter-subjectivity or common sense within a given text and predict the highly emphasized words. Accuracy increased from 75% to 82% after adding data augmentation techniques and lexical features.
MithilaeshJayakumar/Android-Based-Multimedia-Storage-on-Cloud
An app to securely store and retrieve multimedia files from mobile to cloud. The files are organized based on the timestamp with a synchronized view and file manipulation features between mobile and cloud.
MithilaeshJayakumar/Process-Scheduler-using-C
Implement the Round Robin process scheduling algorithm in the C programming language.
MithilaeshJayakumar/RPN-calculator-using-C
Implement a Reverse Polish Notation calculator to evaluate arithmetic expressions using the hash tables and stacks concept in the C programming language.
MithilaeshJayakumar/Find-Crime-App
An Android app to display various crime incidents in a specific region with the UI features to plot crime incidents on a Google Map based on categories and timeline.
MithilaeshJayakumar/Graph-library-using-C
Implement the functions related to a graph such as a graph traversal (Breadth or Depth-first search), addition or removal of vertices or edges, visual representation of input graph, finding the path between vertices, and degree of vertices using C language
MithilaeshJayakumar/Phishing-URL-Detection
To classify benign/malicious URLs. Extract features like the number of (dots, subdirectories, subdomains), presence of (hyphen, at, double slash), and URL length. Applied Pruned Decision trees, Naïve Bayes, SVM, and Neural Networks (3 layered with Back Propagation) and achieved 93% accuracy for Pruned Decision trees.
MithilaeshJayakumar/Spanning-Tree-using-Java
Implement the Spanning tree algorithms such as Prims, Kruskal, and Dijkstra in an Object-oriented way using Java language.
MithilaeshJayakumar/Hackerrank_Certifications
A brief discussion on every hackerrank Certification assessment