Submissions from 2024
Secure Communication in the Internet of Drones, Aj Dela Cruz, Scott Locascio, Jasdip Sekhon, Visva Suthar, and Younghee Park
CASA: A Compact and Scalable Accelerator for Approximate Homomorphic Encryption, Pengzhou He, Samira Carolina Oliva Madrigal, Çetin Kaya Koç, Tianyou Bao, and Jiafeng Xie
Multi-Resolution Diffusion for Privacy-Sensitive Recommender Systems, Derek Lilienthal, Paul Mello, Magdalini Eirinaki, and Stas Tiomkin
A Real-Time Anonymous Traffic Detection Based on Reinforcement Learning, Dazhou Liu and Younghee Park
Enhancing Product Design through AI-Driven Sentiment Analysis of Amazon Reviews Using BERT, Mahammad Khalid Shaik Vadla, Mahima Agumbe Suresh, and Vimal K. Viswanathan
A reinforcement learning-based approach to testing GUI of moblie applications, Chuanqi Tao, Fengyu Wang, Yuemeng Gao, Hongjing Guo, and Jerry Gao
Submissions from 2023
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning, Jacob Adamczyk, Argenis Arriojas, Stas Tiomkin, and Rahul V. Kulkarni
Bounding the Optimal Value Function in Compositional Reinforcement Learning, Jacob Adamczyk, Volodymyr Makarenko, Argenis Arriojas, Stas Tiomkin, and Rahul V. Kulkarni
Wildfire Progression Prediction and Validation Using Satellite Data and Remote Sensing in Sonoma, California, Daisy Adhikari, Wan Chen, Yunao Guo, Lilin Huang, and Jerry Gao
Bayesian Inference Approach for Entropy Regularized Reinforcement Learning with Stochastic Dynamics, Argenis Arriojas, Jacob Adamczyk, Stas Tiomkin, and Rahul V. Kulkarni
Entropy regularized reinforcement learning using large deviation theory, Argenis Arriojas, Jacob Adamczyk, Stas Tiomkin, and Rahul V. Kulkarni
Distress Signal Recognition Using Pose Estimation and Neural Networks, Palash Shankar Bhusari, Shreya Nagaraddy Hunur, Ravi Kumar Tanti, Saurabh Ramesh Warathe, and Magdalini Eirinaki
A Curriculum Framework for Autonomous Network Defense using Multi-agent Reinforcement Learning, Robert G. Campbell, Magdalini Eirinaki, and Younghee Park
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
Green Energy Cloud -Taxonomy, Infrastructure, Platform, and Services, Jerry Gao, Jane Wu, Jia Liu, and Vani Vineela Aremanda
A Deep Reinforcement Learning-Based Approach for Android GUI Testing, Yuemeng Gao, Chuanqi Tao, Hongjing Guo, and Jerry Gao
A Framework for Autonomous Vehicle Testing Using Semantic Models, Yejun He, Muslim Razi, Jerry Gao, and Chuanqi Tao
Data-Driven Soil Analysis and Evaluation for Smart Farming Using Machine Learning Approaches, Yixin Huang, Rishi Srivastava, Chloe Ngo, Jerry Gao, Jane Wu, and Sen Chiao
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
Hybrid IoT System for Emergency Responders, Vidushi Jain and Kaikai Liu
Never Lose Your ECG: A Novel Key Generation and Authentication Scheme for Implantable Medical Devices, Nima Karimian, Gokay Saldamli, Younghee Park, and Victor Lui
A Review for Green Energy Machine Learning and AI Services, Yukta Mehta, Rui Xu, Benjamin Lim, 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
Data-Driven Analysis of EV Energy Prediction and Planning of EV Charging Infrastructure, Arul Palaniappan, Purnima Bhukya, Sai Kiran Chitti, and Jerry Gao
Preface to the Proceedings of the 1st International Workshop on Computational Intelligence for Process Mining (CI4PM 2022) and 1st International Workshop on Pervasive Artificial Intelligence (PAI 2022), Marco Pegoraro, Davide Bacciu, Andrea Burattin, Antonio Carta, Patrizio Dazzi, Massimiliano de Leoni, Magdalini Eirinaki, and Iraklis Varlamis
Surveillance Drone Cloud and Intelligence Service, Shakshi Richhariya, Kapil Wanaskar, Soumyendra Shrivastava, and Jerry Gao
Mastery Grading in a Software Engineering Course, Carlos Rojas and Gina M. Quan
The Application of Long Short-Term Memory and Transformers for Music Generation, B. Shanmukh Krishna, Satya Sai Roopa Sree Chiluvuri, Sai Sri Harshini Kosuri, and Sai Sree Harsha Chimbili
On the sprint length estimation technique in agile software development using planning poker, Sarika Sharma, Deepak Kumar, and Mohamed Fayad
Accident Prediction on E-Bikes Using Computer Vision, Rohith Puvvala Subramanyam, Abhay Naik, and Mahima Agumbe Suresh
Challenges and Experiences in Implementing a Specifications Grading System in an Upper-Division Undergraduate Computer Networks Course, Mahima Agumbe Suresh
Using Graph Neural Networks for Social Recommendations, Dharahas Tallapally, John Wang, Katerina Potika, and Magdalini Eirinaki
Intelligent Emergency Notification Mobile Service via Multi-Task BERT Models, Wenhao Tan, Yanzhou Zhang, and Kaikai Liu
An Optimum Probabilistic Shaping Based Uplink SCMA Codebook Design using Hybrid Firefly-Bat Algorithm, Ramya Thirunavukkarasu, Ramachandran Balasubramanian, and Vidhyacharan Bhaskar
Artificial Intelligence and Advanced Analytics for Food Security, Chandrasekar Vuppalapati
Data Science Inscription of the Jyotirlingas!, Chandrasekar Vuppalapati
Prompt Recommendations for AI Art, Hyelim Yang, Kapil Wanaskar, Harshika Shrivastava, Shahbaz Mansahia, Shakshi Richhariya, and Magdalini Eirinaki
Cooperative Filtering and Parameter Identification for Advection-Diffusion Processes Using a Mobile Sensor Network, Jie You, Ziqiao Zhang, Fumin Zhang, and Wencen Wu
Distributed cooperative Kalman filter constrained by advection–diffusion equation for mobile sensor networks, Ziqiao Zhang, Scott T. Mayberry, Wencen Wu, and Fumin Zhang
Distributed Cooperative Kalman Filter Constrained by Discretized Poisson Equation for Mobile Sensor Networks, Ziqiao Zhang, Scott T. Mayberry, Wencen Wu, and Fumin Zhang
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
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
