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Newton M A Hakim
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Year
Learning Macro-Actions for Arbitrary Planners and Domains.
MAH Newton, J Levine, M Fox, D Long
ICAPS (Nominated for Best Paper), 256-263, 2007
1392007
Efficient toxicity prediction via simple features using shallow neural networks and decision trees
A Karim, A Mishra, MAH Newton, A Sattar
Acs Omega 4 (1), 1874-1888, 2019
712019
Scatter search for mixed blocking flowshop scheduling
V Riahi, M Khorramizadeh, MAH Newton, A Sattar
Expert Systems with Applications 79, 20-32, 2017
602017
Kangaroo: An efficient constraint-based local search system using lazy propagation
M Newton, D Pham, A Sattar, M Maher
Principles and Practice of Constraint Programming–CP 2011, 645-659, 2011
472011
Constraint guided accelerated search for mixed blocking permutation flowshop scheduling
V Riahi, MAH Newton, K Su, A Sattar
Computers & Operations Research 102, 102-120, 2019
322019
A multiprocessor based heuristic for multi-dimensional multiple-choice knapsack problem
AZM Shahriar, MM Akbar, MS Rahman, MAH Newton
The Journal of Supercomputing 43 (3), 257-280, 2008
322008
A new genetic algorithm for simplified protein structure prediction
MA Rashid, MT Hoque, MAH Newton, DN Pham, A Sattar
AI 2012: Advances in Artificial Intelligence: 25th Australasian Joint …, 2012
302012
Spiral search: a hydrophobic-core directed local search for simplified PSP on 3D FCC lattice
MA Rashid, MAH Newton, MT Hoque, S Shatabda, DN Pham, A Sattar
BMC bioinformatics 14, 1-13, 2013
282013
Toxicity prediction by multimodal deep learning
A Karim, J Singh, A Mishra, A Dehzangi, MAH Newton, A Sattar
Knowledge Management and Acquisition for Intelligent Systems: 16th Pacific …, 2019
272019
Cluster-oriented instance selection for classification problems
S Saha, PS Sarker, A Al Saud, S Shatabda, MAH Newton
Information Sciences 602, 143-158, 2022
262022
Mixed heuristic local search for protein structure prediction
S Shatabda, MA Newton, A Sattar
Proceedings of the AAAI Conference on Artificial Intelligence 27 (1), 876-882, 2013
262013
Mixing Energy Models in Genetic Algorithms for On‐Lattice Protein Structure Prediction
MA Rashid, MAH Newton, MT Hoque, A Sattar
BioMed research international 2013 (1), 924137, 2013
262013
Memory-based local search for simplified protein structure prediction
S Shatabda, MAH Newton, DN Pham, A Sattar
Proceedings of the ACM Conference on Bioinformatics, Computational Biology …, 2012
262012
Quantitative toxicity prediction via meta ensembling of multitask deep learning models
A Karim, V Riahi, A Mishra, MAH Newton, A Dehzangi, T Balle, A Sattar
ACS omega 6 (18), 12306-12317, 2021
252021
Scheduling blocking flowshops with setup times via constraint guided and accelerated local search
MAH Newton, V Riahi, K Su, A Sattar
Computers & Operations Research 109, 64-76, 2019
242019
Enhancing protein backbone angle prediction by using simpler models of deep neural networks
F Mataeimoghadam, MAH Newton, A Dehzangi, A Karim, B Jayaram, ...
Scientific reports 10 (1), 19430, 2020
212020
Genetically evolved macro-actions in AI planning problems
M Newton, J Levine, M Fox
Proceedings of the 24th UK Planning and Scheduling SIG, 163-172, 2005
202005
Machine Learning Interpretability: A Science rather than a tool
A Karim, A Mishra, MA Newton, A Sattar
arXiv preprint arXiv:1807.06722, 2018
192018
The road not taken: retreat and diverge in local search for simplified protein structure prediction
S Shatabda, MA Hakim Newton, MA Rashid, DN Pham, A Sattar
BMC bioinformatics 14, 1-9, 2013
182013
Tailoring customer order scheduling search algorithms
V Riahi, MAH Newton, MMA Polash, A Sattar
Computers & Operations Research 108, 155-165, 2019
172019
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