14 citations · 44 across the 5 of their papers we have counts for
6 papers
Human-guided Collaborative Problem Solving: A Natural Language based Framework
Harsha Kokel, Mayukh Das, Rakibul Islam +10
We consider the problem of human-machine collaborative problem solving as a planning task coupled with natural language communication. Our framework consists of three components --…
An Empirical Study of the Relationships between Code Readability and Software Complexity
Duaa Alawad, Manisha Panta, Minhaz Zibran +1
Code readability and software complexity are important software quality metrics that impact other software metrics such as maintainability, reusability, portability and reliability…
Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning
Shubhomoy Das, Md Rakibul Islam, Nitthilan Kannappan Jayakodi +1
In many real-world AD applications including computer security and fraud prevention, the anomaly detector must be configurable by the human analyst to minimize the effort on false…
Active Anomaly Detection via Ensembles
Shubhomoy Das, Md Rakibul Islam, Nitthilan Kannappan Jayakodi +1
In critical applications of anomaly detection including computer security and fraud prevention, the anomaly detector must be configurable by the analyst to minimize the effort on f…
Preference-Guided Planning: An Active Elicitation Approach
Mayukh Das, Phillip Odom, Md. Rakibul Islam +4
Planning with preferences has been employed extensively to quickly generate high-quality plans. However, it may be difficult for the human expert to supply this information without…
Learning to Speed Up Query Planning in Graph Databases
Mohammad Hossain Namaki, F A Rezaur Rahman Chowdhury, Md Rakibul Islam +2
Querying graph structured data is a fundamental operation that enables important applications including knowledge graph search, social network analysis, and cyber-network security.…