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IDSTA
2020
2023
2020
2023
Keyphrases
Publications
2023
Moamin Abughazala
,
Henry Muccini
,
Mohammad Sharaf
Architecture Description Framework For Data-Intensive Applications.
IDSTA
(2023)
Joshua Theoder
,
Binusha Shabu Metharath
,
Sahel Alouneh
Securing Domain Name Systems with Blockchain.
IDSTA
(2023)
Shovan Chowdhury
,
Fengqi Li
,
Avery Stubbings
,
Joshua New
,
Ankur Garg
,
Santiago Correa
,
Kevin Bacabac
Bias Correction in Urban Building Energy Modeling for Chicago Using Machine Learning.
IDSTA
(2023)
Ahmed Mahrous
,
Jens Schneider
,
Roberto Di Pietro
The Role of Emojis in Sentiment Analysis of Financial Microblogs.
IDSTA
(2023)
Mustafa Daraghmeh
,
Anjali Agarwal
,
Yaser Jararweh
Incorporating Data Preparation and Clustering Techniques for Workload Segmentation in Large-Scale Cloud Data Centers.
IDSTA
(2023)
Zainab Abualhassan
,
Ehtesham Hassan
,
Imtiaz Ahmad
,
Sa'ed Abed
Epileptic Seizure Detection Using Novel CNN with Residual Connections.
IDSTA
(2023)
Abdelmounaim Kerkri
,
Mohamed Amine Madani
,
Hicham Ghouch
,
Karima El Majdoub
Arabic Web Page Classification with AraBert and Mixture vectorization Methods: Analysis Using K-NN, LSTM and Naive Bayes.
IDSTA
(2023)
Ruba Kharsa
,
Rouaa Alzoubi
,
Mohammad A. Alsmirat
,
Mahmoud Al-Ayyoub
Image Retargeting Techniques Identification Using Supervised Deep Learning.
IDSTA
(2023)
Sunday O. Olatunji
,
Abdulaziz Alzahrani
,
Abdulaziz Alsubaie
,
Osamah Aldahlan
,
Ibrahim Alnafea
,
Abdullah Alamri
,
Mohammed Imran Basheer Ahmed
,
Mohammad Aftab Alam Khan
,
Abdulrahman Almuhaidib
,
Jamal Alhiyafi
Machine Learning Based Preemptive Diagnosis of Parkinson's Disease Using Saudi Clinical Data: A Preliminary Case Study on Saudi Arabia Dataset.
IDSTA
(2023)
Abdelhamid Haouhat
,
Slimane Bellaouar
,
Attia Nehar
,
Hadda Cherroun
Towards Arabic Multimodal Dataset for Sentiment Analysis.
IDSTA
(2023)
Qanita Bani Baker
,
Enas Khwaileh
,
Marwa Alharbi
,
Yaser Jararweh
Lung Cancer Survival Time Prediction Using Machine Learning and Deep Learning Techniques.
IDSTA
(2023)
Sam Aleyadeh
,
Abbas Javadtalab
,
Abdallah Shami
Modular Simulation Environment Towards OTN AI-based Solutions.
IDSTA
(2023)
Fadi Alzhouri
,
Hardik Gunjal
,
Preetkumar Patel
,
Ahmad Hammad
,
Dariush Ebrahimi
A Smart Network Intrusion Detection System for Cyber Security of Industrial IoT.
IDSTA
(2023)
Mohamad Tarabin
,
Mariam Mohamed Alketbi
,
Hamad Rashed Alfalasi
,
Mohammad A. Alsmirat
,
Yousef O. Sharrab
Detecting Distracted Drivers Using Convolutional Neural Networks.
IDSTA
(2023)
Fourth International Conference on Intelligent Data Science Technologies and Applications, IDSTA 2023, Kuwai, Kuwait, October 24-26, 2023
IDSTA
(2023)
Hamda Almenhali
,
Meera Almansoori
,
Noura Alhamed
,
Ahmed Shuhaiber
'My Household' Application: A Smart Mobile Application for Household Management.
IDSTA
(2023)
Tina Zavvar
,
Ismaeel Al Ridhawi
,
Ali Abbas
Thermography-Based Early-Stage Breast Cancer Detection Using SVM.
IDSTA
(2023)
Haider Ramadhan
Identifying Candidate Pages for Shortcuts in a Website for Site Personalization and Adaptation.
IDSTA
(2023)
Haya Elayan
,
Moayad Aloqaily
,
Mohsen Guizani
Deep Federated Learning for IoT to Improve Healthcare Operations.
IDSTA
(2023)
2022
Ahmad Al-Omari
,
Andrew Allhusen
,
Abdullah Wahbeh
,
Mohammad Al-Ramahi
,
Izzat Alsmadi
Dark Web Analytics: A Comparative Study of Feature Selection and Prediction Algorithms.
IDSTA
(2022)
Siyamdumisa Maphisa
,
Duncan Coulter
Face Anti-spoofing based on Convolutional Neural Networks.
IDSTA
(2022)
Debojyoti Seth
Joint SCSP-LROM: A novel approach to detect Cerebrovascular Anomalies from EEG signals.
IDSTA
(2022)
Hussein Al-Zoubi
,
Samah Altaamneh
A Feature Selection Technique for Network Intrusion Detection based on the Chaotic Crow Search Algorithm.
IDSTA
(2022)
Ahmed Aleroud
,
Nour Alhussien
,
Craig Albert
From Theory to Practice: Towards an OSINT Framework to Mitigate Arabic Social Cyber Attacks.
IDSTA
(2022)
Evan Lowhorn
,
Rami J. Haddad
Rules-Based Distracted Driving Detection System Using Facial Keypoints.
IDSTA
(2022)
Shovan Chowdhury
,
Yuxiao Lin
,
Boryann Liaw
,
Leslie Kerby
Evaluation of Tree Based Regression over Multiple Linear Regression for Non-normally Distributed Data in Battery Performance.
IDSTA
(2022)
Yunpeng Zhang
,
Daniel Egwede
,
Guohui Zhang
,
Xuqing Wu
Pseudonym Tracking Certificateless Aggregate Signature Scheme for Preventing Replay Attacks in a Platoon of Vehicles.
IDSTA
(2022)
Alexander Shroyer
,
D. Martin Swany
Data Augmentation for Code Analysis.
IDSTA
(2022)
Rishabh Subramanian
Differential Privacy Techniques for Healthcare Data.
IDSTA
(2022)
3rd International Conference on Intelligent Data Science Technologies and Applications, IDSTA 2022, San Antonio, TX, USA, September 5-7, 2022
IDSTA
(2022)
Naresh Kumar
,
Abdul Khadar Jilani
,
Pavan Kumar
,
Anastasija Nikiforova
Improved YOLOv3-tiny Object Detector with Dilated CNN for Drone-Captured Images.
IDSTA
(2022)
Alina Govoruhina
,
Anastasija Nikiforova
Digital health shopping assistant with React Native: a simple technological solution to a complex health problem.
IDSTA
(2022)
Alexander Kalinowski
,
Yuan An
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak Supervision.
IDSTA
(2022)
Yunpeng Zhang
,
Yash Gandhi
,
Zhixia Li
,
Zhiwen Xiao
Improving the Classification Effectiveness of Network Intrusion Detection Using Ensemble Machine Learning Techniques and Deep Neural Networks.
IDSTA
(2022)
Kip Twitchell
Keynote Speech 2: Transformation of Business and Financial Platforms: What we must understand to renew existing systems.
IDSTA
(2022)
Dana Alsagheer
,
Hadi Mansourifar
,
Mohammad Mahdi Dehshibi
,
Weidong Shi
Detecting Hate Speech Against Athletes in Social Media.
IDSTA
(2022)
Daniel Keane
Keynote Speech 2: Blockchain based Data science and data engineering: (Human) Ecology in the Digital Age.
IDSTA
(2022)
Mahmoud Atari
,
Amjed Al-Mousa
A Machine-Learning Based Approach for Detecting Phishing URLs.
IDSTA
(2022)
Alankrit Mishra
,
Nikhil Raj
,
Garima Bajwa
EEG-based Image Feature Extraction for Visual Classification using Deep Learning.
IDSTA
(2022)
Xishuang Dong
,
Shouvon Sarker
,
Lijun Qian
Integrating Human-in-the-loop into Swarm Learning for Decentralized Fake News Detection.
IDSTA
(2022)
P. Rajesh
,
Mansoor Alam
,
Mansour Tahernezhadi
,
Monika A
,
Gm Chanakya
Analysis Of Cyber Threat Detection And Emulation Using MITRE Attack Framework.
IDSTA
(2022)
John Olamofe
,
Xishuang Dong
,
Lijun Qian
,
Eric Shields
Performance Evaluation of Data Augmentation for Object Detection in XView Dataset.
IDSTA
(2022)
Amy Wilson
,
Fadi Wedyan
,
Safwan Omari
An Empirical Evaluation and Comparison of the Impact of MVVM and MVC GUI Driven Application Architectures on Maintainability and Testability.
IDSTA
(2022)
Jimmy Nguyen
Keynote Speech 1: A Connected World: Blockchain Scaling for Micropayments, IoT & the Future of Data.
IDSTA
(2022)
Izzat Alsmadi
,
Bilal Al-Ahmad
,
Mohammad Alsmadi
Malware analysis and multi-label category detection issues: Ensemble-based approaches.
IDSTA
(2022)
Neha Mishra
,
Haim Levkowitz
Performance Evaluation of Permissioned-based Personal Data Vault Implemented Using Hyperledger Fabric v2.x.
IDSTA
(2022)
Mohammed Ali Kunda
,
Izzat Alsmadi
Practical web security testing: Evolution of web application modules and open source testing tools.
IDSTA
(2022)
Dylan Hall
,
Anthony Gladdney
,
Yasimine Labriny
,
Yazan A Alqudah
On the Development of Mobile Application Breathing Analyzer to Detect Breathing Abnormalities.
IDSTA
(2022)
Nisha Menon
,
Shantanu Saboo
,
Tanmay Ambadkar
,
Umesh Uppili
Discrete Sequencing for Demand Forecasting: A novel data sampling technique for time series forecasting.
IDSTA
(2022)
Hafed Zarzour
,
Faiz Maazouzi
,
Mohammad Al-Zinati
,
Amjad Nusayr
,
Mohammad A. Alsmirat
,
Mahmoud Al-Ayyoub
,
Yaser Jararweh
Using K-means Clustering Ensemble to Improve the Performance in Recommender Systems.
IDSTA
(2022)