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
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
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
