551 citations · 623 across the 17 of their papers we have counts for
22 papers
Deep Learning Based Crime Prediction Models: Experiments and Analysis
Rittik Basak Utsha, Muhtasim Noor Alif, Yeasir Rayhan +2
Crime prediction is a widely studied research problem due to its importance in ensuring safety of city dwellers. Starting from statistical and classical machine learning based crim…
Enabling Spatial Digital Twins: Technologies, Challenges, and Future Research Directions
Mohammed Eunus Ali, Muhammad Aamir Cheema, Tanzima Hashem +2
A Digital Twin (DT) is a virtual replica of a physical object or system, created to monitor, analyze, and optimize its behavior and characteristics. A Spatial Digital Twin (SDT) is…
A Hierarchical Approach for Investigating Social Features of a City from Mobile Phone Call Detail Records
Fahim Hasan Khan, Mohammed Eunus Ali
Cellphone service-providers continuously collect Call Detail Records (CDR) as a usage log containing spatio-temporal traces of phone users. We proposed a multi-layered hierarchical…
Unsupervised Space Partitioning for Nearest Neighbor Search
Abrar Fahim, Mohammed Eunus Ali, Muhammad Aamir Cheema
Approximate Nearest Neighbor Search (ANNS) in high dimensional spaces is crucial for many real-life applications (e.g., e-commerce, web, multimedia, etc.) dealing with an abundance…
DeepAltTrip: Top-k Alternative Itineraries for Trip Recommendation
Syed Md. Mukit Rashid, Mohammed Eunus Ali, Muhammad Aamir Cheema
Trip itinerary recommendation finds an ordered sequence of Points-of-Interest (POIs) from a large number of candidate POIs in a city. In this paper, we propose a deep learning-base…
Learning Indoor Layouts from Simple Point-Clouds
Md. Tareq Mahmood, Mohammed Eunus Ali
Reconstructing a layout of indoor spaces has been a crucial part of growing indoor location based services. One of the key challenges in the proliferation of indoor location based…