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Surrogate Assisted Optimisation for Travelling Thief Problems


May 14, 2020
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar


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A Cooperative Coordination Solver for Travelling Thief Problems


Nov 08, 2019
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar


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Toxicity Prediction by Multimodal Deep Learning


Jul 19, 2019
Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar

* 2019 Pacific Rim Knowledge Acquisition Workshop 
* Preprint Version 

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Efficient Toxicity Prediction via Simple Features Using Shallow Neural Networks and Decision Trees


Jan 26, 2019
Abdul Karim, Avinash Mishra, M A Hakim Newton, Abdul Sattar


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Diversified Late Acceptance Search


Sep 10, 2018
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, M. M. A. Polash, Abdul Sattar


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Dropout with Tabu Strategy for Regularizing Deep Neural Networks


Aug 29, 2018
Zongjie Ma, Abdul Sattar, Jun Zhou, Qingliang Chen, Kaile Su


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Machine Learning Interpretability: A Science rather than a tool


Jul 25, 2018
Abdul Karim, Avinash Mishra, MA Hakim Newton, Abdul Sattar


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A New Approach for Revising Logic Programs


Mar 31, 2016
Zhiqiang Zhuang, James Delgrande, Abhaya Nayak, Abdul Sattar


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Guided macro-mutation in a graded energy based genetic algorithm for protein structure prediction


Mar 07, 2016
Mahmood A. Rashid, Sumaiya Iqbal, Firas Khatib, Md Tamjidul Hoque, Abdul Sattar

* Computational Biology and Chemistry - Elsevier, 2016 
* 29 pages. arXiv admin note: text overlap with arXiv:1311.3840 

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Exploiting Reduction Rules and Data Structures: Local Search for Minimum Vertex Cover in Massive Graphs


Sep 19, 2015
Yi Fan, Chengqian Li, Zongjie Ma, LjiLjana Brankovic, Vladimir Estivill-Castro, Abdul Sattar

* 7 pages, 3 figures, 2 tables, 6 algorithms, submitted to AAAI-16 

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