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 @ SJSUMaster's Projects from 2019
STOCK MARKET PREDICTION USING ENSEMBLE OF GRAPH THEORY, MACHINE LEARNING AND DEEP LEARNING MODELS, Pratik Patil
AI Dining Suggestion App, Bao Pham
AN ENSEMBLE MODEL FOR CLICK THROUGH RATE PREDICTION, Muthaiah Ramanathan
Masquerade Detection in Automotive Security, Ashraf Saber
Classification of Malware Models, Akriti Sethi
NEXT LEVEL: A COURSE RECOMMENDER SYSTEM BASED ON CAREER INTERESTS, Shehba Shahab
Speaker Recognition Using Machine Learning Techniques, Abhishek Manoj Sharma
Deep Learning for Image Spam Detection, Tazmina Sharmin
TOPIC CLASSIFICATION USING HYBRID OF UNSUPERVISED AND SUPERVISED LEARNING, Jayant Shelke
Emulation vs Instrumentation for Android Malware Detection, Anukriti Sinha
Smartphone Gesture-Based Authentication, Preethi Sundaravaradhan
Image Retrieval Using Image Captioning, Nivetha Vijayaraju
POSE ESTIMATION AND ACTION RECOGNITION IN SPORTS AND FITNESS, Parth Vyas
JavaScript Metamorphic Malware Detection Using Machine Learning Techniques, Aakash Wadhwani
Predictive Analysis for Cloud Infrastructure Metrics, Paridhi Agrawal
Toward On-demand Profile Hidden Markov Models for Genetic Barcode Identification, Jessica Sheu
Assessing Code Obfuscation of Metamorphic JavaScript, Kaushik Murli
Image Compression Using Neural Networks, Kunal Rajan Deshmukh
Species Classification using DNA Barcoding and Profile Hidden Markov Models, Sphoorti Poojary
Nitrogenase Iron Protein Detection using Neural Network, Ishan Shinde
Classification of Hyperspectral Colon Cancer Images Using Convolutional Neural Networks, Sean Joseph Mobilia
The Truth behind the Tweets, Vishnu Pendyala
The Role of Selfies in Creating the Next Generation Computer Vision Infused Outpatient Data Driven Electronic Health Records (EHR), Jaya Shankar Vuppalapati, Santosh Kedari, Sharat Kedari, Rajasekar Vuppalapati, Chandrasekar Vuppalapati, and Anitha Ilapakurti
Cognitive Secure Shield - A Machine Learning Enabled Threat Shield for Resource Constrained IoT Devices, Jaya Shankar Vuppalapati, Santosh Kedari, Anitha Ilapakurti, Chandrasekar Vuppalapati, Chitanshu Chauhan, Vanaja Mamidi, and Surbhi Rautji
Precision Dairy Edge, Albeit Analytics Driven: A Framework to Incorporate Prognostics and Auto Correction Capabilities for Dairy IoT Sensors, Santosh Kedari, Jaya Shankar Vuppalapati, Anitha Ilapakurti, Chandrasekar Vuppalapati, Sharat Kedari, and Rajasekar Vuppalapati
Principal component analysis of the magnetic transition in the three-dimensional Fermi-Hubbard model, Ehsan Khatami
Intelligent Career Advisers in Your Pocket? A Need Assessment Study of Chatbots for Student Career Advising, Terri Lee, Krithika Jagannath, Nitin Aggarwal, Ramamurti Sridar, Shawn Wilde, Timothy Hill, and Yu Chen
Master's Projects from 2018
Management and Security of IoT systems using Microservices, Tharun Theja Kammara
Virtual Robot Climbing using Reinforcement Learning, Ujjawal Garg
DEEP VISUAL RECOMMENDATION SYSTEM, Raksha Sunil
Machine Learning and other Approaches to the truthfulness of information on Online Social Networks, Vishnu S. Pendyala
Understanding the Artificial Intelligence Business Ecosystem, Iris Quan and Jihong Sanderson
A System to Detect Mental Stress Using Machine Learning and Mobile Development, Chandrasekar Vuppalapati, Mohamad S. Khan, Nisha Raghu, Priyanka Veluru, and Suma Khursheed
Artificial Intelligence (AI) Infused Cow Necklace-For Diagnosis of Bovine Respiratory Diseases, Chandrasekar Vuppalapati, Rajasekar Vuppalapati, Sharat Kedari, Anitha Ilapakurti, Archana Ramalingam, Jaya Shankar Vuppalapati, and Santosh Kedari
Fuzzy Logic Infused Intelligent Scent Dispenser for Creating Memorable Customer Experienceof Long-Tail Connected Venues, Chandrasekar Vuppalapati, Rajasekar Vuppalapati, Sharat Kedari, Anitha Ilapakurti, Jaya Shankar Vuppalapati, and Santosh Kedari
Function Call Graphs Versus Machine Learning for Malware Detection, Deebiga Rajeswaran, Fabio Troia, Thomas Austin, and Mark Stamp
Towards a Smart World: Hazard Levels for Monitoring of Autonomous Vehicles’ Swarms, Francesca M. Favaro, Shivangi Agarwal, Nazanin Nader, and Sumaid Mahmood
A Medley of Ising Models; Monte Carlo Solutions and Machine Learning Applications, Demetrius Almada
Adaptive edge analytics for creating memorable customer experience and venue brand engagement, a scented case for Smart Cities, Anitha Ilapakurti, Jaya Shankar Vuppalapati, Santosh Kedari, Sharat Kedari, Rajasekar Vuppalapati, and Chandrasekar Vuppalapati
Disruptive Technology: Do Robots Want Your Job?, Martin Ford
Will Artificial Intelligence Have Free-Will?, Guadalupe Rodriguez
Bitcoin Transaction Fee Estimation Using Mempool State and Linear Perceptron Machine Learning Algorithm, Abdullah Al-Shehabi
Deep Learning for Chatbots, Vyas Ajay Bhagwat
Using Sentiment Analysis and Pattern Matching to Signal User Review Abnormalities, Stefan S. Gloutnikov
A Study On Effects Of Data Poisoning On HMMs, Rachel Gonsalves
Anomaly Detection for Application Log Data, Aarish Grover
Image Robust Hashing for Malware Detection, Wei-Chung Huang
Feature Selection using Genetic Algorithms, Vandana Kannan
Visual Question Answering, Pankti Kansara
Machine Learning Playground, Adil Khan
PE Header Analysis for Malware Detection, Samuel Kim
A Convolutional Neural Network Based Approach For Visual Question Answering, Lavanya Abhinaya Koduri
Resolving Cold Start Problem Using User Demographics and Machine Learning Techniques for Movie Recommender Systems, Sahil Motadoo
DISTINGUISHING EARTHQUAKES AND NOISE USING RANDOM FOREST ALGORITHM, Nishita Narvekar
Boosted Hidden Markov Models for Malware Detection, Aditya Raghavan
Facial Emotion Recognition Using Machine Learning, Nitisha Raut
SQL Injection Detection Using Machine Learning Techniques and Multiple Data Sources, Kevin Ross
Analysis of Encrypted Malicious Traffic, Anish Singh Shekhawat
Image Spam Classification using Deep Learning, Ajay Pal Singh
Subtopics in Yelp Reviews, Riya Suchdev
SPEECH EMOTION DETECTION USING MACHINE LEARNING TECHNIQUES, Neethu Sundarprasad
Analyzing Android Adware, Supraja Suresh
A MEDICAL PRICE PREDICTION SYSTEM, Anuja Tike
Stock Price Prediction using Deep Learning, Abhinav Tipirisetty
Image Segmentation and Classification of Marine Organisms, Krishna Teja Vojjila
The role of Voice Service technologies in creating the next generation outpatient data driven Electronic Health Record (EHR), Jaya Shankar Vuppalapati, Santosh Kedari, Anitha Ilapakurti, Sharat Kedari, Mahesh Gudivada, and Chandrasekar Vuppalapati
Secrecy in Educational Practices: Enacting Nested Black Boxes in Cheating and Deception Detection Systems, Jo Ann Oravec
Does the test work? Evaluating a web-based language placement test, Avizia Long, Sun-Young Shin, Kimberly Geeslin, and Erik Willis
Autocorrelation Analysis of Financial Botnet Traffic, Prathiba Nagarajan, Fabio Troia, Thomas Austin, and Mark Stamp
Deep learning versus gist descriptors for image-based malware classification, Sravani Yajamanam, Vikash Raja Samuel Selvin, Fabio Troia, and Mark Stamp
On the Effectiveness of Generic Malware Models, Naman Bagga, Fabio Di Troia, and Mark Stamp
Support Vector Machines for Image Spam Analysis, Aneri Chavda, Katerina Potika, Fabio Di Troia, and Mark Stamp
Unsupervised machine learning account of magnetic transitions in the Hubbard model, Kelvin Ch'ng, Nick Vazquez, and Ehsan Khatami
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
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
