The International Conference on Intelligent Data Science Technologies and Applications (IDSTA2022)

September 5-7, 2022. San Antonio, Texas, USA.

Program at Glance

Time zone: San Antonio, TX, USA (GMT-5)

Monday
September 5th, 2022
08:00-09:00 AM
Registartion
09:00-09:30 AM
Opening Session
09:30-10:30 AM
Keynote 1: Jimmy Nguyen
10:30 -11:00 AM
Coffee Break
11:00 AM-1:00 PM
Technical Session 1
Chair: Loai Tawalbeh
  • Integrating Human-in-the-loop into Swarm Learning for Decentralized Fake News Detection
    Xishuang Dong, Shouvon Sarker, Lijun Qian
  • A Machine-Learning Based Approach for Detecting Phishing URLs
    Mahmoud Atari, Amjed Al-Mousa
  • Pseudonym Tracking Certificateless Aggregate Signature Scheme for Preventing Replay Attacks in a Platoon of Vehicles
    Yunpeng Zhang, Daniel Egwede, Guohui Zhang, Xuqing Wu
  • Differential Privacy Techniques for Healthcare Data
    Rishabh Subramanian
  • Repurposing Knowledge Graph Embeddings for Triple Representation via Weak Supervision
    Alexander Kalinowski, Yuan An.
  • Performance Evaluation of Permissioned-based Personal Data Vault Implemented Using Hyperledger Fabric v2.x
    Neha Mishra, Haim Levkowitz
1:00 -2:00 PM
Lunch Break
2:00-4:00 PM
Technical Session 2
Chair: Fadi Wedyan
  • Evaluation of Tree Based Regression over Multiple Linear Regression for Non-normally Distributed Data in Battery Performance
    Shovan Chowdhury, Yuxiao Lin, Boryann Liaw, Leslie Kerby
  • Performance Evaluation of Data Augmentation for Object Detection in XView Dataset
    John Olamofe, Xishuang Dong, Lijun Qian, Eric Shields
  • An Empirical Evaluation and Comparison of the Impact of MVVM and MVC GUI Driven Application Architectures on Maintainability and Testability
    Amy Wilson, Fadi Wedyan, Safwan Omari
  • Practical Web Security Testing: Evolution of Web Application Modules and Testing Tools
    Mohammad Kunda, Izzat Alsmadi
  • Improving the Classification Effectiveness of Network Intrusion Detection Using Ensemble Machine Learning Techniques and Deep Neural Networks
    Yunpeng Zhang, Yash Gandhi, Zhixia Li, Zhiwen Xiao
4:00-4:30 PM
Coffee Break
4:30-6:00 PM
Technical Session 3
Chair: Izzat Alsmadi
  • Joint SCSP-LROM: A novel approach to detect Cerebrovascular Anomalies from EEG signals
    Debojyoti Seth
  • A Feature Selection Technique for Network Intrusion Detection based on the Chaotic Crow Search Algorithm
    Hussein Alzoubi, Samah Altaamneh
  • Detecting Hate Speech Against Athletes in Social Media
    Dana Alsagheer, Hadi Mansourifar, Weidong Shi, Mohammad Mahdi Dehshibi

Tuesday
September 6th, 2022
08:00-08:30 AM
Registartion
08:30-09:30 AM
Keynote 2: Daniel Keane
9:30:00-11:00 AM
Technical Session 4: Online
Chair: Amjad Nusayr
Meeting Link
Pass Code: bcca22
  • Rules-Based Distracted Driving Detection System Using Facial Keypoints
    Evan Lowhorn, Rami Haddad
  • EEG-based Image Feature Extraction for Visual Classification using Deep Learning
    Alankrit Mishra, Nikhil Raj, Garima Bajwa
  • Using K-means Clustering Ensemble to Improve the Performance in Recommender Systems
    Hafad Zarzour, Maazouzi Faiz, Mohammad Al-Zinati, Amjad Nusayr, Mahmoud Al-Ayyoub, Mohammad Alsmirat, Yaser Jararweh
  • Discrete Sequencing for Demand Forecasting: A novel data sampling technique for time series forecasting
    Nisha Menon, Shantanu Saboo, Tanmay Ambadkar, Umesh Uppili
11:00 -11:30 AM
Coffee Break
11:30 AM-1:00 PM
Technical Session 5: Online
Chair: Anastasija Nikiforova
Meeting Link
Pass Code: bcca22
  • On the Development of Mobile Application Breathing Analyzer to Detect Breathing Abnormalities
    Dylan Hall, Anthony Gladdney, Yasmine Labriny, Yazan Alqudah
  • Digital health shopping assistant with React Native: a simple technological solution to a complex health problem
    Anastasija Nikiforova, Alina Govoruhina
  • Face Anti-spoofing based on Convolutional Neural Networks
    Siyamdumisa Maphisa, Duncan Coulter
  • Improved YOLOv3-tiny Object Detector with Dilated CNN for Drone-Captured Images
    Naresh Kumar, Abdul Khadar Jilani, Pavan Kumar, Anastasija Nikiforova
  • Analysis Of Cyber Threat Detection And Emulation Using MITRE Attack Framework
    Rajesh Pasupuleti, Mansoor Alam, Mansour Tahernezhadi, Monika A, Chanakya GM
1:00 -2:00 PM
Lunch Break
2:00-3:00 PM
Keynote 3: Kip Twitchell
3:00-4:00 PM
Technical Session 6
Chair: Ahmed Aleroud
  • From Theory to Practice: Towards an OSINT Framework to Mitigate Arabic Social CyberAttacks
    Ahmed Aleroud, Nour Alhussien, Craig Albert
  • Data Augmentation for Code Analysis
    Alexander Shroyer, Martin Swany
  • Malware analysis and multi-label category detection issues: Ensemble-based approaches
    Izzat Alsmadi
  • Dark Web Analytics : A Comparative Study of Feature Selection and Prediction Algorithms
    Ahmad Al-Omari, Andrew Alhusen, Abdullah Wahbeh, Mohammad Al-Ramahi, Izzat Alsmadi
4:00-4:30 PM
Coffee Break
4:30-6:00 PM
Technical Session 1: Online
Chair: Moayad Aloqaily
Meeting Link
  • FLoBC: A Decentralized Blockchain-Based Federated Learning Framework
    Mohamed Ghanem, Fadi Dawoud, Habiba Gamal, Eslam Soliman, Tamer Elbatt, Hossam Sharara
  • Performance Modeling and Analysis of Hotstuff for Blockchain Consensus
    Yahya Shahsavari, Kaiwen Zhang, Chamseddine Talhi
  • BxTB: cross-chain exchanges of bitcoins for all Bitcoin wrapped tokens
    Fadi Barbara, Claudio Schifanella
  • Blockchain and Mobile Payment: Assessment on Privacy and Usability and a Scheme for Enhancement
    Olson Italis, Samuel Pierre, Alejandro Quintero
  • Modeling the Fork Probability of Blockchains: Did EIP-1559 Improve Ethereum?
    Reza Nourmohammadi, Kaiwen Zhang
  • A Review on Industrial Blockchain
    Mohammad Alja'Afreh, Wassim El Ahmar, Mohamad Hoda and Ali Karime
Technical Session 2: Online
Chair: Yaser Jararweh
Meeting Link
  • Sancus: an Anonymous and Trustworthy Blockchain-based Electronic Voting Architecture
    Michele Scarlato, Reza Tourani, Moongu Jeon
  • TrustSim: A Decentralized Reputation and Trust Model Simulator
    Venkatesan S, Sandeep Kumar Shukla, Yuvaraj Rajendra
  • A UTXO-based Sharding Method for Stablecoin
    Si Yuan Jin, Bo Tong Xu, Philip Intallura, Yong Xia
  • Fraud Detection in Blockchains using Machine Learning
    Baran Kilic, Alper Sen, Can Ozturan
  • DNS based In-Browser Cryptojacking Detection
    Rohit Sachan, Rachit Agarwal, Sandeep Kumar Shukla
06:30-09:00 PM
Gala Dinner and Closing Ceremony

September 7th, 2022
9:00 AM to 1 PM
RiverWalk Tour and Lunch