Full PROGRAM
Time Zone: EET (GMT+2)
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Monday 15th November 2021 |
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08:00 - 09:00 |
Registration |
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09:00 - 09:15 |
Opening & Welcome (Local host) Prof. Jaak Vilo, Tartu University Estonia |
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09:15 - 10:00 |
Keynote speaker 1: Prof. Tarik Taleb, Aalto University, Finland Chair: Feras M. Awaysheh |
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10:00 -11:30 |
IDSTA Session 1 |
Chair: Yousef Sharrab |
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· Performance Comparison of Several Deep Learning-Based Object Detection Algorithms Utilizing Thermal Images Yousef Sharrab, Sana’a Al-Shboul, Mohammad Alsmirat, Alaa Khalifah, Zyad Dwekat, Izzat Alsmadi, Ahmad Al-Khasawneh ·
Extreme learning machine with
confidence interval based bias initialization Audi Issa Mohammad Al-Btoush, Manuel
Fernández-Delgado, Eva Cernadas, Senén Barro ·
Estimating Deforestation using
Machine Learning Algorithms Keanu Nichols, Patrick Hosein ·
Using Recurrent Neural Networks
to approximate orientation with Accelerometers and Magnetometers Akil Hosang, Nicholas Hosein, Patrick Hosein |
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11:30-12:00 |
Coffee Break |
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12:00 -13:00 |
IDSTA Session 2 |
Chair: Feras M. Awaysheh |
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· Toward Smart IoT for Apparel Retail Industry: Automatic Customer’s Body Measurements and Size Recommendation System using Computer Vision Techniques Sherin Aly, Abdallah Abdallah, Sandra Sherif, Adel Atef, Rimon Adel, Mohammed Hatem · Hybrid Dynamic Scheduling of MapReduce and Spark Services Based on the Profit Model in the Cloud Computing Platform Jing Hu · Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences Yuan An, Alex Kalinowski, Jane Greenberg
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13:00 - 14:00 |
LUNCH |
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14:00 - 15:30 |
IDSTA Session 3 |
Chair: Bernard Jansen |
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SiloSolver: Algorithm for
Aggregating Siloed Customer Segments in Facebook Ads Campaigns Joni Salminen, Tommi
Salenius, Bernard Jansen ·
Predicting Individual Actions
from Aggregate User Behaviors Bernard Jansen, Soon-Gyo Jung, Joni Salminen · Material and Cost estimation of a Customized Product based on the Customer's description Kevin Baboolal, Patrick Hosein · Method for Analyzing Interactions in Pedagogical Environments Using Environmental Sound Analysis Mitsuru Kawamoto, Akio Sashima
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15:30 - 16:00 |
Coffee break |
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16:00-17:00 |
Industry Keynote. Dr Srijith Rajamohan, Sr. Developer Advocate, Databricks, USA Chair: Feras M. Awaysheh |
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17:00 - 18:00 |
IDSTA Session 4 |
Chair: Patrick Hosein |
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· Marketing Channel Recommendations in Banking Aqeel Mohammed, Karesia Ramlal, Patrick Hosein, Nigel Henry · A Decision Tree Approach to Customer Surveys Rafael Guerrero, Navin Dookeram, Patrick Hosein · Hybrid scatter and ant search feature subset selection: applications in classification problems Antonio J. Tallón-Ballesteros, Luís Correia, Simon Fong |
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Tuesday 16th November 2021 |
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09:00 - 10:00 |
Keynote speaker 3: Prof. Helen Karatza, Aristotle University of Thessaloniki, Greece Chair: Feras M. Awaysheh |
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10:00 -11:30 |
IDSTA Session 1 |
Chair: Anastasija Nikiforova |
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· A Hybrid Deep Learning Model for Emotion Detection in Emotion-sensitive Robo-advisors Wenda He, Raymond Y.K. Lau · Using Transfer Learning in Building Federated Learning Models on Edge Devices Jordan Suzuki, Saba Lameh, Yasaman Amannejad · Exploring Ranked Local Selectors for Stable Explanations of ML Models Johan Garcia, Topi Korhonen · Using Machine Learning for malware traffic prediction in IoT networks Jayant Singh Bains, Hemanth Varma Kopanati, Rahul Goyal, Bhargav Krishna Savaram, Sergey Butakov |
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11:30-12:00 |
Coffee Break |
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12:00 -13:00 |
IDSTA Session 2
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Chair: Feras M. Awaysheh |
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· ShoBeVODSDT: Shodan and Binary Edge based vulnerable open data sources detection tool or what Internet of Things Search Engines know about you Anastasija Nikiforova, Artjoms Daskevics · Stakeholder-centred Identification of Data Quality Issues: Knowledge that Can Save Your Business Anastasija Nikiforova, Natalija Kozmina · Towards a Learning-enabled Virtual Sensor Forensic Architecture Compliant with Edge Intelligence Victor R. Kebande, Richard Adeyemi Ikuesan, Feras M. Awaysheh, Sadi Alawadi
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13:00 - 14:00 |
LUNCH |
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14:00 - 15:30 |
IDSTA Session 3 |
Chair: Feras M. Awaysheh |
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· Arabic Question Answering System for Information Retrieval on large-scale Image Objects Sawsan Al-Zubi, Feras M. Awaysheh, Bashar Awad Al-Shboul · Estimating tropical forest stand volume using Sentinel-2A image Huong Thi Thanh Nguyen, Quynh Thi Nhu Chau, Dinh Duc Nguyen, Hoai Thi Cao, Hang Thi Phan, Bao Dinh Ho, Son The Ngo, Dan Quang Le, Anh Tuan Pham · Impact of Running Dynamic/Static Scans on the Performance of an App Running in a GKE Clusters Malek Athamnah, Mohamed Fazil Hussain and Salwa Sayeedul Hasan
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15:30 - 16:00 |
Coffee break |
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16:00-17:00 |
Keynote speacker2. Prof. Omer Rana, Cardiff University, UK Chair: Feras M. Awaysheh |
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17:00 - 18:00 |
IDSTA Session 4 |
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Steering Committee meeting |
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