Abu Wasif (আবু ওয়াসিফ)

Associate Professor

Research Area:

Artificial Intelligence and Machine Learning

Research Interest:

Artificial Intelligence
Machine Learning

Academic Background:

M.Sc. in Computer Science and Engineering, 2002
Bangladesh University of Engineering and Technology

B.Sc. in Computer Science and Engineering, 2000
Bangladesh University of Engineering and Technology

Selected Publications:

Journal

[1] Abu Wasif and Chowdhury Mofizur Rahman, "Construction of Classification Trees by the Criterion of Attribute Dependency", in Journal of Electrical Engineering, Institute of Engineers, Bangladesh, Vol. EE27, No. 2, December 1999.

[2] Abu Wasif and Chowdhury Mofizur Rahman, "Application of Dynamic Programming Principle inDecision Tree Construction", in Journal of Computer Science and Informatics, Computer Society of India, Vol. 30 No.3, December 1999.

International Conference

[1]Lenin Mehedy, A.Z.M. Dayem Ullah, Abu Wasif, "Limited Search Oblique Decision Tree", International Conference on Computer and Information Technology, 2004.

[2]Sajib Dasgupta, Abu Wasif, Sharmin Azam, "An Optimal Way of Machine Translation from English to Bengali", International Conference on Computer and Information Technology, 2004.

[3]Abu Wasif and Mohammad Sajjad Hossain, "Application of Normalized Gain Criterion in Multi-way Splits on Continuous Attributes for Decision Trees", International Conference on Computer and Information Technology, 2003.

[4]Abu Wasif and Chowdhury Mofizur Rahman, "Performance Improvement of Decision Trees by Application of Multiple Split Criteria", International Conference on Computer and Information Technology, 2001.

[5]Chowdhury Mofizur Rahman, Ayesha Akhter and Abu Wasif, "Handwritten Bangla Digit Recognition using a Neural Network", International Conference on Computer and Information Technology, 2000.

[6]Abu Wasif and Chowdhury Mofizur Rahman, "Application of Dynamic Programming Principle in Decision Tree Construction", in Proceedings of International Conference on Computer and Information Technology (ICCIT), Sylhet, Bangladesh, 1999.

[7]Abu Wasif and Chowdhury Mofizur Rahman, "Increasing the Performance of Classification Trees by Using a Mixed Criterion of Attribute Dependency and Gain Ratio", in Proceedings of International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 1998.

[8]Abu Wasif and Chowdhury Mofizur Rahman, "Construction of Decision Trees by Using the Criterion of Class-dependency", in Proceedings of International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 1998.

Journal Papers:

1.	Chowdhury Rafeed Rahman, Preetom Saha Arko, Mohammed Eunus Ali, Mohammad Ashik Iqbal Khan, Sajid Hasan Apon, Farzana Nowrin, Abu Wasif, Identification and recognition of rice diseases and pests using convolutional neural networks, Biosystems Engineering, 194, 112-120, 2020. [paper link]
2.	Abu Wasif, Mofizur Rahman Chowdhury, Application of Dynamic Programming Principle inDecision Tree Construction, Journal of Computer Science and Informatics, 1999.
3.	Abu Wasif, Mofizur Rahman Chowdhury, Construction of Classification Trees by the Criterion of Attribute Dependency, Journal of Electrical Engineering, 1999.

Conference Papers:

1.	Lenin Mehedy, A.Z.M. Dayem Ullah, Abu Wasif, Limited Search Oblique Decision Tree, International Conference on Computer and Information Technology, 2004.
2.	Sajib Dasgupta, Abu Wasif, Sharmin Azam, An Optimal Way of Machine Translation from English to Bengali, International Conference on Computer and Information Technology, 2004.
3.	Abu Wasif, Mohammad Sajjad Hossain, Application of Normalized Gain Criterion in Multi-way Splits on Continuous Attributes for Decision Trees, International Conference on Computer and Information Technology, 2003.
4.	Abu Wasif, Mofizur Rahman Chowdhury, Performance Improvement of Decision Trees by Application of Multiple Split Criteria, International Conference on Computer and Information Technology, 2001.
5.	Mofizur Rahman Chowdhury, Ayesha Akhter, Abu Wasif, Handwritten Bangla Digit Recognition using a Neural Network, International Conference on Computer and Information Technology, 2000.
6.	Abu Wasif, Mofizur Rahman Chowdhury, Increasing the Performance of Classification Trees by Using a Mixed Criterion of Attribute Dependency and Gain Ratio, International Conference on Computer and Information Technology, 1998.
7.	Abu Wasif, Mofizur Rahman Chowdhury, Construction of Decision Trees by Using the Criterion of Class-dependency, International Conference on Computer and Information Technology, 1998.