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ORCID2nd IDSTA 2021, Tartu, Estonia
- Second International Conference on Intelligent Data Science Technologies and Applications, IDSTA 2021, Tartu, Estonia, November 15-17, 2021. IEEE 2021, ISBN 978-1-6654-2180-5
- Helen D. Karatza:
Keynote Speech 1: Leveraging Cloud and Fog Computing for Real-Time Applications: Resource Allocation and Scheduling Issues. 1 - Omer F. Rana:
Keynote Speech 2: Extending the Data Science pipeline: Integrating Machine Learning into Edge Environments. 2 - Tarik Taleb:
Keynote Speech 3: 6G - The Journey Towards a New Breeze of Cloud-Native Mobile Networking. 3 - Joni Salminen, Tommi Salenius, Bernard J. Jansen:
SiloSolver: Developing an Algorithm for Automatic Aggregation and Testing of Isolated Customer Segments in Facebook Ads Campaigns. 5-10 - Bernard J. Jansen, Soon-Gyo Jung, Dianne Ramirez Robillos, Joni Salminen:
Next Likely Behavior: Predicting Individual Actions from Aggregate User Behaviors. 11-15 - Yousef O. Sharrab, Sana'a Al-shboul, Mohammad A. Alsmirat, Alá F. Khalifeh, Zyad Dwekat, Izzat Alsmadi, Ahmad Al-Khasawneh:
Performance Comparison of Several Deep Learning-Based Object Detection Algorithms Utilizing Thermal Images. 16-22 - Audi Al-Btoush, Manuel Fernández Delgado
, Eva Cernadas, Senén Barro:
Extreme learning machine with confidence interval based bias initialization. 23-30 - Kevin Baboolal, Patrick Hosein:
Material and Cost estimation of a Customized Product based on the Customer's description. 31-37 - 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. 38-45 - 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. 46-53 - Mitsuru Kawamoto, Akio Sashima:
Method for Analyzing Interactions in Pedagogical Environments using Environmental Sound Analysis. 54-59 - Aqeel Mohammed, Karesia Ramlal, Patrick Hosein, Nigel Henry:
Marketing Channel Recommendations in Banking. 60-65 - Anastasija Nikiforova, Natalija Kozmina:
Stakeholder-centred Identification of Data Quality Issues: Knowledge that Can Save Your Business. 66-73 - Rafael Guerrero, Navin Dookeram, Patrick Hosein:
A Decision Tree Approach to Customer Surveys. 74-81 - Keanu Nichols, Patrick Hosein:
Estimating Deforestation using Machine Learning Algorithms. 82-87 - Akil Hosang, Nicholas Hosein, Patrick Hosein:
Using Recurrent Neural Networks to approximate orientation with Accelerometers and Magnetometers. 88-92 - Wenda He, Raymond Y. K. Lau:
A Hybrid Deep Learning Model for Emotion Detection in Emotion-sensitive Robo-advisors. 93-98 - 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. 99-104 - Jordan Suzuki, Saba F. Lameh, Yasaman Amannejad:
Using Transfer Learning in Building Federated Learning Models on Edge Devices. 105-113 - Jing Hu:
Hybrid Dynamic Scheduling of MapReduce and Spark Services Based on the Profit Model in the Cloud Computing Platform. 114-121 - Topi Korhonen, Johan Garcia:
Exploring Ranked Local Selectors for Stable Explanations of ML Models. 122-129 - 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. 130-137 - Yuan An, Alexander Kalinowski, Jane Greenberg:
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences. 138-145 - Jayant Singh Bains, Hemanth Varma Kopanati, Rahul Goyal, Bhargav Krishna Savaram, Sergey Butakov:
Using Machine Learning for malware traffic prediction in IoT networks. 146-149 - Antonio J. Tallón-Ballesteros, Luís Correia, Simon Fong:
Hybrid scatter and ant search feature subset selection: applications in classification problems. 150-153 - Victor R. Kebande, Richard Adeyemi Ikuesan, Feras M. Awaysheh, Sadi Alawadi:
Towards a Learning-enabled Virtual Sensor Forensic Architecture Compliant with Edge Intelligence. 154-161 - Sawsan Al-Zubi, Feras M. Awaysheh, Bashar Awad Al-Shboul:
Arabic Question Answering System for Information Retrieval on Large-scale Image Objects. 162-170 - Ashwaq Khalil, Moath H. A. Jarrah, Monther Aldwairi, Yaser Jararweh:
Detecting Arabic Fake News Using Machine Learning. 171-177
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