SJSU faculty and students produce AI research that pushes their fields forward, and King Library's SJSU ScholarWorks helps make sure that research is shared with readers around globe. SJSU's Office of Research has identified emerging technology, including artificial intelligence and machine learning, as an area of research strength at SJSU.
AI @ SJSUSubmissions from 2018
AI Infused Fragrance Systems for Creating Memorable Customer Experience and Venue Brand Engagement, Anitha Ilapakurti, Jaya Shankar Vuppalapati, Santosh Kedari, Sharat Kedari, Rajasekar Vuppalapati, and Chandrasekar Vuppalapati
Adaptive edge analytics - A framework to improve performance and prognostics capabilities for dairy IoT sensor, Santosh Kedari, Jaya Shankar Vuppalapati, Anitha Ialapakurti, Sharat Kedari, Rajasekar Vuppalapati, and Chandrasekar Vuppalapati
Veracity of Big Data: Machine Learning and Other Approaches to Verifying Truthfulness, Vishnu Pendyala
Machine Learning Methods for Kidney Disease Screening, Rathna Ramesh
A Survey of Machine Learning Algorithms and Their Application in Information Security, Mark Stamp
Machine learning infused preventive healthcare for high-risk outpatient elderly, Jaya Shankar Vuppalapati, Santosh Kedari, Anitha Ilapakurti, Chandrasekar Vuppalapati, Rajasekar Vuppalapati, and Sharat Kedari
Submissions from 2017
In Pursuit of Truth on the Web: Soft Computing for Truth Finding, Vishnu S. Pendyala
A Scrabble Artificial Intelligence Game, Priyatha Joji Abraham
Measuring the Effectiveness of Generic Malware Models, Naman Bagga
Introduction to Machine Learning with Applications in Information Security, Mark Stamp
Machine Learning Phases of Strongly Correlated Fermions, Kelvin Ch'ng, Juan Carrasquilla, Roger Melko, and Ehsan Khatami
Math Never Lies: Machine Learning for Fact Finding, Vishnu S. Pendyala
Convolutional Neural Network Acceleration on GPU by Exploiting Data Reuse, Sindhuja Gopalakrishnan Elango
Question Type Recognition Using Natural Language Input, Aishwarya Soni
Improving Text Classification with Word Embedding, Lihao Ge
iDispenser-big data enabled intelligent dispenser, Anitha Ilapakurti, Jaya Shankar Vuppalapati, Santosh Kedari, Sharat Kedari, Chitanshu Chauhan, and Chandrasekar Vuppalapati
Smart dairies-enablement of smart city at gross root level, Jaya Shankar Vuppalapati, Santosh Kedari, Ananth Ilapakurthy, Anitha Ilapakurti, and Chandrasekar Vuppalapati
Housing Price prediction Using Support Vector Regression, Jiao Yang Wu
Predicting Pancreatic Cancer Using Support Vector Machine, Akshay Bodkhe
Path-Finding Methodology for Visually-Impaired Patients Based on Image-Processing, Abhilash Goyal
Neural Net Stock Trend Predictor, Sonal Kabra
An Open Source Discussion Group Recommendation System, Sarika Padmashali
DOCUMENT CLASSIFICATION USING MACHINE LEARNING, Ankit Basarkar
CREDIT SCORING USING LOGISTIC REGRESSION, Ansen Mathew
AI for Classic Video Games using Reinforcement Learning, Shivika Sodhi
Transcriptase–Light: A Polymorphic Virus Construction Kit, Saurabh Borwankar
NAMED ENTITY RECOGNITION AND CLASSIFICATION FOR NATURAL LANGUAGE INPUTS AT SCALE, Shreeraj Dabholkar
Application of Computational Methods to Study the Selection of Authentic and Cryptic Splice Sites, Tapomay Dey
Shopbot: An Image Based Search Application for E-Commerce Domain, Nishant Goel
Mining Frequency of Drug Side Effects Over a Large Twitter Dataset Using Apache Spark, Dennis Hsu
Masquerade Detection on Mobile Devices, Swathi Nambiar Kadala Manikoth
Comparing Authentic and Cryptic 5’ Splice Sites Using Hidden Markov Models and Decision Trees, Pratikshya Mishra
Computational Analysis of Cryptic Splice Sites, Remya Mohanan
A Chatbot Framework for Yioop, Harika Nukala
Malware Scores Based on Image Processing, Vikash Raja Samuel Selvin
Generic Online Learning for Partial Visible & Dynamic Environment with Delayed Feedback, Behrooz Shahriari
Headline Generation using Deep Neural Networks, Dhruven Vora
Cascaded Facial Detection Algorithms To Improve Recognition, Edmund Yee
Image Spam Detection, Aneri Chavda
Analysis of Periodicity in Botnets, Prathiba Nagarajan
Automated Medical Diagnosis from Clinical Data, Vishnu S. Pendyala and Silvia Figueira
Mining Frequency of Drug Side Effects Over a Large Twitter Dataset Using Apache Spark, Dennis Hsu
Malware Detection using the Index of Coincidence, Bhavna Gurnani
Evolving a Truthful World Wide Web, Vishnu Pendyala
Automated Classification to Improve the Efficiency of Weeding Library Collections, Kiri Lou Wagstaff
Theses/Dissertations from 2016
Modeling Cloud Computing Threats and Vulnerabilities, Maryam Runiassy
Real-time Online Chinese Character Recognition, Wenlong Zhang
DNA ANALYSIS USING GRAMMATICAL INFERENCE, Cory Cook
Analyze Large Multidimensional Datasets Using Algebraic Topology, David Le
Analysis on ALERGIA Algorithm: Pattern Recognition by Automata Theory, Xuanyi Qi
Static and Dynamic Analysis for Android Malware Detection, Ankita Kapratwar
Machine Learning on the Cloud for Pattern Recognition, Tien Nguyen
Multi Faceted Text Classification using Supervised Machine Learning Models, Abhiteja Gajjala
Supervised Learning for Multi-Domain Text Classification, Siva Charan Reddy Gangireddy
Malicious JavaScript Detection using Statistical Language Model, Anumeha Shah
Movie Script Shot Lister, David Robert Smith
Multiple Sequence Alignment with Pro le Hidden Markov Models, Shubhangi Rakhonde
HIVE - An Agent Based Modeling Framework, Roohi Bharti
Detection of Locations of Key Points on Facial Images, Manoj Gyanani
PRO-Fit: Exercise with friends, Saumil Dharia, Vijesh Jain, Jvalant Patel, Jainikkumar Vora, Rizen Yamauchi, Magdalini Eirinaki, and Iraklis Varlamis
Master's Projects from 2015
PATTERN DISCOVERY IN DNA USING STOCHASTIC AUTOMATA, Shweta Shweta
Predicting Autism over Large-Scale Child Dataset, Arpit Arya
Interactive Phishing Filter, Rushikesh Joshi
Predicting 'Attention Deficit Hyperactive Disorder' using large scale child data set, Arpi Shah
The Secret of Plinket, Priya Banwait
Clustering versus SVM for Malware Detection, Usha Narra
A Comparison of Clustering Techniques for Malware Analysis, Swathi Pai
Optimization of Scheduling and Dispatching Cars on Demand, Vu Tran
Malware Detection Using Dynamic Analysis, Swapna Vemparala
Using Neural Networks for Image Classification, Tim Kang
Static Analysis of Malicious Java Applets, Nikitha Ganesh
Using Hidden Markov Models to Detect DNA Motifs, Santrupti Nerli
Using Probabilistic Graphical Models to Solve NP-complete Puzzle Problems, Fengjiao Wu
COMPARATIVE ANALYSIS OF PARTICLE SWARM OPTIMIZATION ALGORITHMS FOR TEXT FEATURE SELECTION, Shuang Wu
Master's Projects from 2014
Masquerade detection using Singular Value Decomposition, Sweta Vikram Shah
FINANCIAL RATIO ANALYSIS FOR STOCK PRICE MOVEMENT PREDICTION USING HYBRID CLUSTERING, Tom Tupe
CS 156: Introduction to Artificial Intelligence Course Redesign, Chris Tseng
CS 156: Introduction toArtificial Intelligence Textbook Alternatives, Chris Tseng
Big Data Analytics Using Neural networks, Chetan Sharma
Backward Sequential Feature Elimination And Joining Algorithms In Machine Learning, Sanya Valsan
Master's Projects from 2013
BIG DATA CLASSIFICATION USING DECISION TREES ON THE CLOUD, Chinmay Bhawe
Predicting Product Review Helpfulness Using Machine Learning and Specialized Classification Models, Scott Bolter
Modular Approach to Big Data using Neural Networks, Animesh Dutta
Big Data Analysis Using Amazon Web Services and Support Vector Machines, Dhruv Jalota
Classification of Web Pages in Yioop with Active Learning, Shawn Cameron Tice
Master's Projects from 2012
SEMANTIC DISCOVERY THROUGH TEXT PROCESSING, Bieu Binh Do
Extraction of Semantics from Primitive Concepts, Chak Li
Motion Learning Using The Neural Network, Priyank Shah
DEFEATING MASQUERADE DETECTION, Avani Kothari
Chi-Squared Distance and Metamorphic Virus Detection, Annie Hii Toderici
Master's Projects from 2011
A Machine Learning and Compiler-based Approach to Automatically Parallelize Serial Programs Using OpenMP, Nam Quang Lam
Graph Technique For Metamorphic Virus Detection, Neha Runwal
Learning Author’s Writing Pattern System By Automata, Qun Yu
Nessa 1944, Ellen Christine Glass
Master's Projects from 2010
Extending OWL with Finite Automata Constraints, Jignesh Borisa
EMail Data Mining: An Approach to Construct an Organization Position-wise Structure While Performing EMail Analysis, Bhargav Vadher
Master's Projects from 2009
Common Emotion Modeling in Distinct Medium Analysis and Matching, Amy Cho
Analysis of Machine Learning Based Methods for Identifying MicroRNA Precursors, Steve Ikeoka
Master's Projects from 2008
Practical Detection of Metamorphic Computer Viruses, Sharmidha Govindaraj
