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Newton M A Hakim
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Learning Macro-Actions for Arbitrary Planners and Domains.
MAH Newton, J Levine, M Fox, D Long
ICAPS (Nominated for Best Paper), 256-263, 2007
1362007
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
632019
Scatter search for mixed blocking flowshop scheduling
V Riahi, M Khorramizadeh, MAH Newton, A Sattar
Expert Systems with Applications 79, 20-32, 2017
532017
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
482011
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
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
302008
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
292013
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
272012
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
262019
Mixing energy models in genetic algorithms for on-lattice protein structure prediction
MA Rashid, MA Newton, MT Hoque, A Sattar
BioMed research international 2013, 2013
262013
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
252013
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
212019
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
212019
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
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
192021
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
192020
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
192013
An efficient encoding for simplified protein structure prediction using genetic algorithms
S Shatabda, MAH Newton, MA Rashid, A Sattar
2013 IEEE Congress on Evolutionary Computation, 1217-1224, 2013
182013
How good are simplified models for protein structure prediction?
S Shatabda, MA Newton, MA Rashid, DN Pham, A Sattar
Advances in bioinformatics 2014, 2014
172014
Random-walk: a stagnation recovery technique for simplified protein structure prediction
MA Rashid, S Shatabda, MAH Newton, MT Hoque, DN Pham, A Sattar
Proceedings of the ACM Conference on Bioinformatics, Computational Biology …, 2012
172012
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