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IDSTA
2020
2021
2022
2020
2022
Keyphrases
Publications
2022
Ahmed Aleroud
,
Nour Alhussien
,
Craig Albert
From Theory to Practice: Towards an OSINT Framework to Mitigate Arabic Social Cyber Attacks.
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)
3rd International Conference on Intelligent Data Science Technologies and Applications, IDSTA 2022, San Antonio, TX, USA, September 5-7, 2022
IDSTA
(2022)
Siyamdumisa Maphisa
,
Duncan Coulter
Face Anti-spoofing based on Convolutional Neural Networks.
IDSTA
(2022)
Alankrit Mishra
,
Nikhil Raj
,
Garima Bajwa
EEG-based Image Feature Extraction for Visual Classification using Deep Learning.
IDSTA
(2022)
Izzat Alsmadi
,
Bilal Al-Ahmad
,
Mohammad Alsmadi
Malware analysis and multi-label category detection issues: Ensemble-based approaches.
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)
Xishuang Dong
,
Shouvon Sarker
,
Lijun Qian
Integrating Human-in-the-loop into Swarm Learning for Decentralized Fake News Detection.
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)
Mahmoud Atari
,
Amjed Al-Mousa
A Machine-Learning Based Approach for Detecting Phishing URLs.
IDSTA
(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)
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)
Kip Twitchell
Keynote Speech 2: Transformation of Business and Financial Platforms: What we must understand to renew existing systems.
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)
Evan Lowhorn
,
Rami J. Haddad
Rules-Based Distracted Driving Detection System Using Facial Keypoints.
IDSTA
(2022)
Jimmy Nguyen
Keynote Speech 1: A Connected World: Blockchain Scaling for Micropayments, IoT & the Future of Data.
IDSTA
(2022)
Alexander Shroyer
,
D. Martin Swany
Data Augmentation for Code Analysis.
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)
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)
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)
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)
Rishabh Subramanian
Differential Privacy Techniques for Healthcare Data.
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)
2021
Victor R. Kebande
,
Richard Adeyemi Ikuesan
,
Feras M. Awaysheh
,
Sadi Alawadi
Towards a Learning-enabled Virtual Sensor Forensic Architecture Compliant with Edge Intelligence.
IDSTA
(2021)
Audi Al-Btoush
,
Manuel Fernández Delgado
,
Eva Cernadas
,
Senén Barro
Extreme learning machine with confidence interval based bias initialization.
IDSTA
(2021)
Topi Korhonen
,
Johan Garcia
Exploring Ranked Local Selectors for Stable Explanations of ML Models.
IDSTA
(2021)
Akil Hosang
,
Nicholas Hosein
,
Patrick Hosein
Using Recurrent Neural Networks to approximate orientation with Accelerometers and Magnetometers.
IDSTA
(2021)
Jordan Suzuki
,
Saba F. Lameh
,
Yasaman Amannejad
Using Transfer Learning in Building Federated Learning Models on Edge Devices.
IDSTA
(2021)
Antonio J. Tallón-Ballesteros
,
Luís Correia
,
Simon Fong
Hybrid scatter and ant search feature subset selection: applications in classification problems.
IDSTA
(2021)
Nguyen Thi Thanh Huong
,
Chau Thi Nhu Quynh
,
Nguyen Duc Dinh
,
Cao Thi Hoai
,
Phan Thi Hang
,
Ho Dinh Bao
,
Ngo The Son
,
Le Quang Dan
,
Pham Tuan Anh
Estimating tropical forest stand volume using Sentinel-2A imagery.
IDSTA
(2021)
Bernard J. Jansen
,
Soon-Gyo Jung
,
Dianne Ramirez Robillos
,
Joni Salminen
Next Likely Behavior: Predicting Individual Actions from Aggregate User Behaviors.
IDSTA
(2021)
Helen D. Karatza
Keynote Speech 1: Leveraging Cloud and Fog Computing for Real-Time Applications: Resource Allocation and Scheduling Issues.
IDSTA
(2021)
Yousef O. Sharrab
,
Sana'a Al-shboul
,
Mohammad Alsmira
,
Alá F. Khalifeh
,
Zyad Dwekat
,
Izzat Alsmadi
,
Ahmad Al-Khasawneh
Performance Comparison of Several Deep Learning-Based Object Detection Algorithms Utilizing Thermal Images.
IDSTA
(2021)
Malek Athamnah
,
Mohamed Fazil Hussain
,
Salwa Sayeedul Hasan
Impact of Running Dynamic/Static Scans on the Performance of an App Running in a GKE Clusters.
IDSTA
(2021)
Sawsan Al-Zubi
,
Feras M. Awaysheh
,
Bashar Awad Al-Shboul
Arabic Question Answering System for Information Retrieval on Large-scale Image Objects.
IDSTA
(2021)
Tarik Taleb
Keynote Speech 3: 6G - The Journey Towards a New Breeze of Cloud-Native Mobile Networking.
IDSTA
(2021)
Wenda He
,
Raymond Y. K. Lau
A Hybrid Deep Learning Model for Emotion Detection in Emotion-sensitive Robo-advisors.
IDSTA
(2021)
Sherin Aly
,
Abdallah S. Abdallah
,
Sandra Sherif
,
Adel Atef
,
Rimon Adel
,
Mohammed Hatem
Toward Smart Internet of Things (IoT) for Apparel Retail Industry: Automatic Customer's Body Measurements and Size Recommendation System using Computer Vision Techniques.
IDSTA
(2021)
Mitsuru Kawamoto
,
Akio Sashima
Method for Analyzing Interactions in Pedagogical Environments using Environmental Sound Analysis.
IDSTA
(2021)
Joni Salminen
,
Tommi Salenius
,
Bernard J. Jansen
SiloSolver: Developing an Algorithm for Automatic Aggregation and Testing of Isolated Customer Segments in Facebook Ads Campaigns.
IDSTA
(2021)
Second International Conference on Intelligent Data Science Technologies and Applications, IDSTA 2021, Tartu, Estonia, November 15-17, 2021
IDSTA
(2021)
Artjoms Daskevics
,
Anastasija Nikiforova
ShoBeVODSDT: Shodan and Binary Edge based vulnerable open data sources detection tool or what Internet of Things Search Engines know about you.
IDSTA
(2021)