Submissions from 2023
An interactive web-based solar energy prediction system using machine learning techniques, Priyanka Chawla, Jerry Zeyu Gao, Teng Gao, Chengchen Luo, Huimin Li, and Yiqin We
How the COVID-19 pandemic reshaped demographic variation in mental health among diverse engineering student populations, Andrew Danowitz and Kacey Beddoes
A Deep Reinforcement Learning-Based Approach for Android GUI Testing, Yuemeng Gao, Chuanqi Tao, Hongjing Guo, and Jerry Gao
Data-Driven Air Quality and Environmental Evaluation for Cattle Farms, Jennifer Hu, Rushikesh Jagtap, Rishikumar Ravichandran, Chitra Priyaa Sathya Moorthy, Nataliya Sobol, Jane Wu, and Jerry Gao
Reduction-Free Multiplication for Finite Fields and Polynomial Rings, Samira Carolina Oliva Madrigal, Gökay Saldamlı, Chen Li, Yue Geng, Jing Tian, Zhongfeng Wang, and Çetin Kaya Koç
On the sprint length estimation technique in agile software development using planning poker, Sarika Sharma, Deepak Kumar, and Mohamed Fayad
An Optimum Probabilistic Shaping Based Uplink SCMA Codebook Design using Hybrid Firefly-Bat Algorithm, Ramya Thirunavukkarasu, Ramachandran Balasubramanian, and Vidhyacharan Bhaskar
Cooperative Filtering and Parameter Identification for Advection-Diffusion Processes Using a Mobile Sensor Network, Jie You, Ziqiao Zhang, Fumin Zhang, and Wencen Wu
Submissions from 2022
HealthLies: Dataset and Machine Learning Models for Detecting Fake Health News, Garima Chaphekar and Jorjeta G. Jetcheva
Real-time traffic congestion prediction using big data and machine learning techniques, Priyanka Chawla, Rutuja Hasurkar, Chaithanya Reddy Bogadi, Naga Sindhu Korlapati, Rajasree Rajendran, Sindu Ravichandran, Sai Chaitanya Tolem, and Jerry Zeyu Gao
A survey of security and privacy issues in the Internet of Things from the layered context, Samundra Deep, Xi Zheng, Alireza Jolfaei, Dongjin Yu, Pouya Ostovari, and Ali Kashif Bashir
Real-time recommendations for energy-efficient appliance usage in households, Magdalini Eirinaki, Iraklis Varlamis, Janhavi Dahihande, Akshay Jaiswal, Akshay Anil Pagar, and Ajinkya Thakare
A Blockchain-Based Retribution Mechanism for Collaborative Intrusion Detection, Wenjun Fan, Shubham Kumar, Sang Yoon Chang, and Younghee Park
An Approach to GUI Test Scenario Generation Using Machine Learning, Jerry Gao, Shi Ting Li, Chuanqi Tao, Yejun He, Amrutha Pavani Anumalasetty, Erica Wilson Joseph, Akshata Hatwar Kumbashi Sripathi, and Himabindu Nayani
Environmental Pollution Analysis and Impact Study-A Case Study for the Salton Sea in California, Jerry Gao, Jia Liu, Rui Xu, Samiksha Pandey, Venkata Sai Kusuma Sindhoora Vankayala Siva, and Dian Yu
Robot Cloud Computing and Al Services - State-of-the-art Solutions, Challenges, and Needs, Jerry Gao and Dayong Wang
Adequate Testing Unmanned Autonomous Vehicle Systems - Infrastructures, Approaches, Issues, Challenges, and Needs, Jerry Gao, Wen Cen Wu, and Oum El Kheir Aktouf
GenEthos: A Synthetic Data Generation System with Bias Detection and Mitigation, Shubham Gujar, Tanishka Shah, Dewen Honawale, Vedant Bhosale, Faizan Khan, Devika Verma, and Rakesh Ranjan
Open Innovation Web-Based Platform for Evaluation of Water Quality Based on Big Data Analysis, Xiaofang Han, Hong Shen, Hongqing Hu, and Jerry Gao
Reversible data hiding scheme based on image partitioning and histogram shifting, Jie Hao, Ping Ping, Xia Peng, and Zeyu Gao
Blockchain-based recommender systems: Applications, challenges and future opportunities, Yassine Himeur, Aya Sayed, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira, Iraklis Varlamis, Magdalini Eirinaki, Christos Sardianos, and George Dimitrakopoulos
Original Music Generation using Recurrent Neural Networks with Self-Attention, Akash Jagannathan, Bharathi Chandrasekaran, Shubham Dutta, Uma Rameshgouda Patil, and Magdalini Eirinaki
Impact of Location Spoofing Attacks on Performance Prediction in Mobile Networks, Nikhil Sai Kanuri, Sang Yoon Chang, Younghee Park, Jonghyun Kim, and Jinoh Kim
Accelerated Reward Policy (ARP) for Robotics Deep Reinforcement Learning, Harry Li, Chee Vang, Shifabanu Shaikh, Yusuke Yakuwa, Allen Lee, Nitin Patil, Nisarg Vadher, Zhixuan Zhou, and Shuwen Zheng
A Sensitive Image Encryption Algorithm Based on a Higher-Dimensional Chaotic Map and Steganography, Jinyuan Liu, Yong Wang, Qi Han, and Jerry Gao
Construction of Semantic Model for GUI of Mobile Applications Using Deep Learning, Qingying Liu, Tao Zhang, Jerry Gao, Shaoying Liu, and Jing Cheng
A Review of Quality Assurance Research of Dialogue Systems, Xiaomin Li, Chuanqi Tao, Jerry Gao, and Hongjing Guo
Real-Time Detection of Objects on Roads for Autonomous Vehicles Using Deep Learning, Max Ng, Darshit Jagetiya, Xing Gao, Haoran Shi, Jerry Gao, and Jia Liu
Faster Multidimensional Data Queries on Infrastructure Monitoring Systems, Yinghua Qin and Gheorghi Guzun
Improved gossip protocol for blockchain applications, Gokay Saldamli, Charit Upadhyay, Devika Jadhav, Rohit Shrishrimal, Bapugouda Patil, and Lo’ai Tawalbeh
Spartan Face Mask Detection and Facial Recognition System, Ziwei Song, Kristie Nguyen, Tien Nguyen, Catherine Cho, and Jerry Gao
CLP: A Platform for Competitive Learning, Arpita Vats, Gheorghi Guzun, and David C. Anastasiu
SMARTREC: A Conversational Recommendation System Using Semantic Knowledge Graphs, Sudha Vijayakumar and Jorjeta G. Jetcheva
Artificial Intelligence and Heuristics for Enhanced Food Security, Chandrasekar Vuppalapati
The Future of Extreme Weather Events - Advanced Machine Learning and Artificial Intelligence for Democratic Institution preparedness and enhanced National Food Security!, Chandrasekar Vuppalapati, Anitha Ilapakurti, Sandhya Vissapragada, Vanaja Mamaidi, Sharat Kedari, Raja Vuppalapati, Santosh Kedari, and Jaya Vuppalapati
Multi-Objective Policy Gradients with Topological Constraints, Kyle Hollins Wray, Stas Tiomkin, Mykel J. Kochenderfer, and Pieter Abbeel
Flexible and Robust Real-Time Intrusion Detection Systems to Network Dynamics, Kicho Yu, Khanh Nguyen, and Younghee Park
Cooperative Filtering and Parameter Estimation for Polynomial PDEs using a Mobile Sensor Network, Ziqiao Zhang, Wencen Wu, and Fumin Zhang
On Building Real Time Intelligent Agricultural Commodity Trading Models, Jiayu Zhou, Jing Ye, Yue Ouyang, Manyuan Tong, Xuedong Pan, and Jerry Gao
Submissions from 2021
Deepfake Detection using GAN Discriminators, Sai Ashrith Aduwala, Manish Arigala, Shivan Desai, Heng Jerry Quan, and Magdalini Eirinaki
Using Competitive Learning to Increase Student Engagement, David C. Anastasiu and Gheorghi Guzun
Intelligent Approaches for Fault-Tolerance in Radio Communication of Autonomous Vehicles, Yazid Benazzouz, Oum El Kheir Aktouf, Rachid Boudour, and Jerry Gao
International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2020, V. Bindhu, João Manuel R.S. Tavares, Alexandros-Apostolos A. Boulogeorgos, and Chandrasekar Vuppalapati
Supercharging Plant Configurations Using Z3, Nikolaj Bjørner, Maxwell Levatich, Nuno P. Lopes, Andrey Rybalchenko, and Chandrasekar Vuppalapati
Security Principles and Challenges in Electronic Voting, Saman Shojae Chaeikar, Alireza Jolfaei, Nazeeruddin Mohammad, and Pouya Ostovari
Water quality prediction of salton sea using machine learning and big data techniques, Priyanka Chawla, Xiyu Cao, Yichen Fu, Ching min Hu, Meng Wang, Shenquan Wang, and Jerry Zeyu Gao
Hyperglycemia identification using ECG in deep learning era, Renato Cordeiro, Nima Karimian, and Younghee Park
Blockchain-based Secure Coordination for Distributed SDN Control Plane, Wenjun Fan, Sang Yoon Chang, Shubham Kumar, Xiaobo Zhou, and Younghee Park
A Privacy Preserving E-Voting System Based on Blockchain, Wenjun Fan, Shubham Kumar, Vrushali Jadhav, Sang Yoon Chang, and Younghee Park
Stable Machine Learning Knowledge Map Domain Analysis, Mohamed Fayad and Gaurav Kuppa
A Reversible Data Hiding Scheme Based on Multiple Residual Histogram Shifting, Deyin Fu, Ping Ping, Hongze Zhao, Jie Hao, Salma Abdelgadir Elsharif Abdalla, and Zeyu Gao
Adaptive Network Security Service Orchestration Based on SDN/NFV, Priyatham Ganta, Kicho Yu, Dharma Dheeraj Chintala, and Younghee Park
Model-Based Test Modeling and Automation Tool for Intelligent Mobile Apps, Jerry Gao, Pankaj Hanmant Patil, Shengqiang Lu, Dongyu Cao, and Chuanai Tao
ECG Biometric Spoofing Using Adversarial Machine Learning, Amit Garg and Nima Karimian
Leveraging deep cnn and transfer learning for side-channel attack, Amit Garg and Nima Karimian
Flash-based security primitives: Evolution, challenges and future directions, Holden Gordon, Jack Edmonds, Soroor Ghandali, Wei Yan, Nima Karimian, and Fatemeh Tehranipoor
Accelerating Data Analytics, Gheorghi Guzun
Federated Learning for Object Detection in Autonomous Vehicles, Deepthi Jallepalli, Navya Chennagiri Ravikumar, Poojitha Vurtur Badarinath, Shravya Uchil, and Mahima Agumbe Suresh
Two-Stage Sequence Model for Maximum Throughput in Cluster Tools, Taehee Jeong, Kunj Parikh, Raymond Chau, Chung Ho Huang, Henry Chan, and Hyeran Jeon
A New Foe in GPUs: Power Side-Channel Attacks on Neural Network, Hyeran Jeon, Nima Karimian, and Tamara Lehman
Verifiable Model Construction for Business Processes, Shunhui Ji, Liming Hu, Yihan Cao, Pengcheng Zhang, and Jerry Gao
Camelot: AI-Powered Campaign Management System, Piyusha Kulkarni, Radhika Bhoj, Sourabh Rajapure, Shubham Gujar, Devika Verma, and Rakesh Ranjan
Multimodal Wildfire Surveillance with UAV, Tomasz Lewicki and Kaikai Liu
Can a machine win a Grammy? An evaluation of AI-generated song lyrics, Junlan Lu and Magdalini Eirinaki
LISH: A New Random Number Generator using ECG Noises, Thomas Lyp, Nima Karimian, and Fatemeh Tehranipoor
Wildfire Risk Prediction and Detection using Machine Learning in San Diego, California, Ashima Malik, Nasrajan Jalin, Shalu Rani, Priyanka Singhal, Supriya Jain, and Jerry Gao
Data-driven wildfire risk prediction in northern california, Ashima Malik, Megha Rajam Rao, Nandini Puppala, Prathusha Koouri, Venkata Anil Kumar Thota, Qiao Liu, Sen Chiao, and Jerry Gao
Online product review analysis to automate the extraction of customer requirements, Aashay Mokadam, Shrikrishna Shivakumar, Vimal Viswanathan, and Mahima Agumbe Suresh
Viva: A Virtual Assistant for the Visually Impaired, Zeeshan Ahmed Pachodiwale, Yugeshwari Brahmankar, Neha Parakh, Dhruvil Patel, and Magdalini Eirinaki
LSTM-enabled level curve tracking in scalar fields using multiple mobile robots, Kunj J. Parikh and Wencen Wu
Silicon Valley Cybersecurity Conference: First Conference, SVCC 2020, San Jose, CA, USA, December 17–19, 2020, Revised Selected Papers, Younghee Park and Divyesh Jadav
An intelligent mobile application testing experience report, Chi Thi Phuong Tran, Mohana Gudur Valmiki, Guoyan Xu, and Jerry Zeyu Gao
IoT Checker Using Timing Side-Channel and Machine Learning, Kratika Sahu, Rasika Kshirsagar, Surbhi Vasudeva, Taghreed Alzahrani, and Nima Karimian
Leveraging Timing Side-Channel Information and Machine Learning for IoT Security, Kratika Sahu, Rasika Kshirsagar, Surbhi Vasudeva, Taghreed Alzahrani, and Nima Karimian
An Impact Assessment of Agile Ceremonies on Sprint Velocity under Agile Software Development, Sarika Sharma, Deepak Kumar, and M. E. Fayad
Reconstructing Classification to Enhance Machine-Learning Based Network Intrusion Detection by Embracing Ambiguity, Chungsik Song, Wenjun Fan, Sang Yoon Chang, and Younghee Park
Camera-Based Security Check for Face Mask Detection using Deep Learning, Ziwei Song, Kristie Nguyen, Tien Nguyen, Catherine Cho, and Jerry Gao
Faster Depth Estimation for Situational Awareness on Urban Streets, Sanjana Srinivas and Mahima Agumbe Suresh
Crop Identification Based on Remote Sensing Data using Machine Learning Approaches for Fresno County, California, Sunanda Das Suchi, Aparna Menon, Ashima Malik, Jie Hu, and Jerry Gao
A case study of testing an image recognition application, Chuanqi Tao, Dongyu Cao, Hongjing Guo, and Jerry Gao
Reconsidering big data security and privacy in cloud and mobile cloud systems, Lo'ai A. Tawalbeh and Gokay Saldamli
ECG biometric using 2D Deep Convolutional Neural Network, Siddartha Thentu, Renato Cordeiro, Youngee Park, and Nima Karimian
The open domain-specific architecture, Bapi Vinnakota, Ishwar Agarwal, Kevin Drucker, Dharmesh Jani, Gary Miller, Millind Mittal, and Robert Wang
Democratization of Artificial Intelligence for the Future of Humanity, Chandrasekar Vuppalapati
Machine Learning and Artificial Intelligence for Agricultural Economics: Prognostic Data Analytics to Serve Small Scale Farmers Worldwide, Chandrasekar Vuppalapati
Crossing the Artificial Intelligence (AI) Chasm, Albeit Ising Constrained IoT Edges and Tiny ML, for Creating a Sustainable Food Future, Chandrasekar Vuppalapati, Anitha Ilapakurti, Sharat Kedari, Raja Vuppalapati, Jaya Vuppalapati, and Santosh Kedari
Application of Machine Learning and Government Finance Statistics for macroeconomic signal mining to analyze recessionary trends and score policy effectiveness, Chandrasekar Vuppalapati, Anitha Ilapakurti, Sandhya Vissapragada, Vanaja Mamaidi, Sharat Kedari, Raja Vuppalapati, Santosh Kedari, and Jaya Vuppalapati
Parameter Identification of Spatial-Temporal Varying Processes by a Multi-Robot System in Realistic Diffusion Fields, Wencen Wu, Jie You, Yufei Zhang, Mingchen Li, and Kun Su
Research on the Maximization of Influence in Social Network Information Dissemination under Topic Preference, Guoyan Xu, Tianyi Zhuang, Qirui Zhang, Jerry Zeyu Gao, and Jing Huang
DRAM-Based Authentication Using Deep Convolutional Neural Networks, Michael Yue, Nima Karimian, Wei Yan, Nikolaos Athanasios Anagnostopoulos, and Fatemeh Tehranipoor
Design and Implementation of a Small-scale Autonomous Vehicle for Autonomous Parking, Tianhao Yu, Wei Lu, Yanshen Luo, Chenguang Niu, and Wencen Wu
Reversible Data Hiding Based on Histogram Shifting with Sorted Pairs of Points, Hongze Zhao, Ping Ping, Deyin Fu, Jie Hao, and Zeyu Gao
Submissions from 2020
Dihedral deformation and rigidity, Nina Amenta and Carlos Rojas
Towards Policy-aware Edge Computing Architectures, Pratik Baniya, Gaurav Bajaj, Jerry Lee, Ardeshir Bastani, Clifton Francis, and Mahima Agumbe Suresh
Towards policy-aware edge computing architectures, Pratik Baniya, Ardeshir Bastani, Gaurav Bajaj, Clifton Francis, and Mahima Agumbe Suresh
Hemp disease detection and classification using machine learning and deep learning, Bipasa Bose, Jyotsna Priya, Sonam Welekar, and Zeyu Gao
Query-Crafting DoS Threats Against Internet DNS, Sang Yoon Chang, Younghee Park, Nikhil Vijayakumar Kengalahalli, and Xiaobo Zhou
A blockchain-based tracking system, Ajayvikram Chauhan, Gaurav Savner, Prajwal Venkatesh, Vishwanath Patil, and Wencen Wu
ECG-Based Authentication Using Timing-Aware Domain-Specific Architecture, Renato Cordeiro, Dhruv Gajaria, Ankur Limaye, Tosiron Adegbija, Nima Karimian, and Fatemeh Tehranipoor
Reducing energy waste in households through real-time recommendations, Janhavi Dahihande, Akshay Jaiswal, Akshay Anil Pagar, Ajinkya Thakare, Magdalini Eirinaki, and Iraklis Varlamis