Sotabase

Career

· Principal Scientist, Qatar Computing Research Institute2025–
· Senior Scientist, Qatar Computing Research Institute2019–2025
· Scientist, Qatar Computing Research Institute2014–2019
· Postdoctoral Researcher, University of California, Berkeley2010–2014
· PhD Student, Koç University

Publications (77)

Berkeley MHAD: A comprehensive Multimodal Human Action Database
2013 IEEE Workshop on Applications of Computer Vision (WACV) · 2013
501
cited
Sequence of the Most Informative Joints (SMIJ): A new representation for human skeletal action recognition
IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops · 2012
400
cited
Accuracy and robustness of Kinect pose estimation in the context of coaching of elderly population
Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 2012
373
cited
CrisisMMD: Multimodal Twitter Datasets from Natural Disasters
International Conference on Web and Social Media · 2018
371
cited
Recipe1M: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images
arXiv.org · 2018
364
cited
Sleep Quality Prediction From Wearable Data Using Deep Learning
JMIR mHealth and uHealth · 2016
224
cited
Damage Assessment from Social Media Imagery Data During Disasters
International Conference on Advances in Social Networks Analysis and Mining · 2017
203
cited
Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect
2015 International Conference on Healthcare Informatics · 2015
194
cited
Bio-inspired Dynamic 3D Discriminative Skeletal Features for Human Action Recognition
2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops · 2013
165
cited
Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions
Information Processing & Management · 2020
165
cited
Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response
Big Data · 2016
152
cited
Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021
146
cited
Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response
International Conference on Information Systems for Crisis Response and Management · 2020
124
cited
Processing Social Media Images by Combining Human and Machine Computing during Crises
International journal of human computer interactions · 2018
112
cited
Image4Act: Online Social Media Image Processing for Disaster Response
International Conference on Advances in Social Networks Analysis and Mining · 2017
110
cited
Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria
Behavior and Information Technology · 2019
100
cited
Learn2Dance: Learning Statistical Music-to-Dance Mappings for Choreography Synthesis
IEEE transactions on multimedia · 2012
99
cited
Design and Evaluation of an Interactive Exercise Coaching System for Older Adults: Lessons Learned
IEEE journal of biomedical and health informatics · 2016
96
cited
Automatic Image Filtering on Social Networks Using Deep Learning and Perceptual Hashing During Crises
International Conference on Information Systems for Crisis Response and Management · 2017
91
cited
A Twitter Tale of Three Hurricanes: Harvey, Irma, and Maria
International Conference on Information Systems for Crisis Response and Management · 2018
90
cited
Sotabase