M. A. Hakim Newton

According to our database, M. A. Hakim Newton authored at least 65 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Solving travelling thief problems using coordination based methods.

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

J. Heuristics, December, 2023

Real-to-bin conversion for protein residue distances.

Julia Rahman, M. A. Hakim Newton, Md. Al Mehedi Hasan, Abdul Sattar

Comput. Biol. Chem., June, 2023

Artificial intelligence for template-free protein structure prediction: a comprehensive review.

M. M. Mohamed Mufassirin, M. A. Hakim Newton, Abdul Sattar

Artif. Intell. Rev., 2023

Multi-S3P: Protein Secondary Structure Prediction With Specialized Multi-Network and Self-Attention-Based Deep Learning Model.

M. M. Mohamed Mufassirin, M. A. Hakim Newton, Julia Rahman, Abdul Sattar

IEEE Access, 2023

2022

Cluster-oriented instance selection for classification problems.

Soumitra Saha, Partho Sarathi Sarker, Alam Al Saud, Swakkhar Shatabda, M. A. Hakim Newton

Inf. Sci., 2022

Long range multi-step water quality forecasting using iterative ensembling.

Md. Khaled Ben Islam, M. A. Hakim Newton, Julia Rahman, Jarrod Trevathan, Abdul Sattar

Eng. Appl. Artif. Intell., 2022

A stacked meta-ensemble for protein inter-residue distance prediction.

Julia Rahman, M. A. Hakim Newton, Md. Al Mehedi Hasan, Abdul Sattar

Comput. Biol. Medicine, 2022

Constraint Guided Beta-Sheet Refinement for Protein Structure Prediction.

M. A. Hakim Newton, Rianon Zaman, Fereshteh Mataeimoghadam, Julia Rahman, Abdul Sattar

Comput. Biol. Chem., 2022

Enhancing protein contact map prediction accuracy via ensembles of inter-residue distance predictors.

M. A. Hakim Newton, Julia Rahman, Rianon Zaman, Abdul Sattar

Comput. Biol. Chem., 2022

Secondary structure specific simpler prediction models for protein backbone angles.

M. A. Hakim Newton, Fereshteh Mataeimoghadam, Rianon Zaman, Abdul Sattar

BMC Bioinform., 2022

Constraint Guided Neighbor Generation for Protein Structure Prediction.

Rianon Zaman, M. A. Hakim Newton, Fereshteh Mataeimoghadam, Abdul Sattar

IEEE Access, 2022

Tailoring Contact Based Scoring Functions for Protein Structure Prediction.

Rianon Zaman, M. A. Hakim Newton, Fereshteh Mataeimoghadam, Abdul Sattar

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021

Constraint based local search for flowshops with sequence-dependent setup times.

Vahid Riahi, M. A. Hakim Newton, Abdul Sattar

Eng. Appl. Artif. Intell., 2021

A scatter search algorithm for time-dependent prize-collecting arc routing problems.

Vahid Riahi, M. A. Hakim Newton, Abdul Sattar

Comput. Oper. Res., 2021

Evaluating logic gate constraints in local search for structured satisfiability problems.

M. A. Hakim Newton, Md. Masbaul Alam, Duc Nghia Pham, John Thornton, Kaile Su, Abdul Sattar

Artif. Intell. Rev., 2021

Improving Protein Backbone Angle Prediction Using Hidden Markov Models in Deep Learning.

Fereshteh Mataeimoghadam, M. A. Hakim Newton, Rianon Zaman, Abdul Sattar

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

2020

Surrogate Assisted Optimisation for Travelling Thief Problems.

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

Proceedings of the Thirteenth International Symposium on Combinatorial Search, 2020

2019

Constraint guided search for aircraft sequencing.

Vahid Riahi, M. A. Hakim Newton, Md. Masbaul Alam, Kaile Su, Abdul Sattar

Expert Syst. Appl., 2019

A Cooperative Coordination Solver for Travelling Thief Problems.

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

CoRR, 2019

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

Abdul Karim, Avinash Mishra, M. A. Hakim Newton, Abdul Sattar

CoRR, 2019

Constraint guided accelerated search for mixed blocking permutation flowshop scheduling.

Vahid Riahi, M. A. Hakim Newton, Kaile Su, Abdul Sattar

Comput. Oper. Res., 2019

Tailoring customer order scheduling search algorithms.

Vahid Riahi, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar

Comput. Oper. Res., 2019

Scheduling blocking flowshops with setup times via constraint guided and accelerated local search.

M. A. Hakim Newton, Vahid Riahi, Kaile Su, Abdul Sattar

Comput. Oper. Res., 2019

Makespan preserving flowshop reengineering via blocking constraints.

M. A. Hakim Newton, Vahid Riahi, Abdul Sattar

Comput. Oper. Res., 2019

A Profit Guided Coordination Heuristic for Travelling Thief Problems.

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

Proceedings of the Twelfth International Symposium on Combinatorial Search, 2019

Exploiting Setup Time Constraints in Local Search for Flowshop Scheduling.

Vahid Riahi, M. A. Hakim Newton, Abdul Sattar

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Toxicity Prediction by Multimodal Deep Learning.

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

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2019

2018

Machine Learning Interpretability: A Science rather than a tool.

Abdul Karim, Avinash Mishra, M. A. Hakim Newton, Abdul Sattar

CoRR, 2018

Mixed Neighbourhood Local Search for Customer Order Scheduling Problem.

Vahid Riahi, Md. Masbaul Alam, M. A. Hakim Newton, Abdul Sattar

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Constraint-Guided Local Search for Single Mixed-Operation Runway.

Vahid Riahi, M. A. Hakim Newton, Abdul Sattar

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

Diversified Late Acceptance Search.

Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

Local Search for Flowshops with Setup Times and Blocking Constraints.

Vahid Riahi, M. A. Hakim Newton, Kaile Su, Abdul Sattar

Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018

2017

Encoding Domain Transitions for Constraint-Based Planning.

Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton, Abdul Sattar

J. Artif. Intell. Res., 2017

Constraint-based search for optimal Golomb rulers.

Md. Masbaul Alam, M. A. Hakim Newton, Abdul Sattar

J. Heuristics, 2017

Scatter search for mixed blocking flowshop scheduling.

Vahid Riahi, Mostafa Khorramizadeh, M. A. Hakim Newton, Abdul Sattar

Expert Syst. Appl., 2017

Constraint-directed search for all-interval series.

Md. Masbaul Alam Polash, M. A. Hakim Newton, Abdul Sattar

Constraints An Int. J., 2017

2016

Assignment Precipitation in Fail First Search.

Majid Namazi, Nina Ghanbari Ghooshchi, M. A. Hakim Newton, Abdul Sattar

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015

Constraint-Based Local Search for Golomb Rulers.

Md. Masbaul Alam Polash, M. A. Hakim Newton, Abdul Sattar

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2015

Transition Constraints for Parallel Planning.

Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton, Abdul Sattar

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

How Good Are Simplified Models for Protein Structure Prediction?

Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Duc Nghia Pham, Abdul Sattar

Adv. Bioinformatics, 2014

A Parallel Framework for Multipoint Spiral Search in <i>ab Initio</i> Protein Structure Prediction.

Mahmood A. Rashid, Swakkhar Shatabda, M. A. Hakim Newton, Tamjidul Hoque, Abdul Sattar

Adv. Bioinformatics, 2014

Constraint-Based Evolutionary Local Search for Protein Structures with Secondary Motifs.

Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Amino Acids Pattern-Biased Spiral Search for Protein Structure Prediction.

Mahmood A. Rashid, Md. Masbaul Alam Polash, M. A. Hakim Newton, Md. Tamjidul Hoque, Abdul Sattar

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Formalisation of the integration of behavior trees.

Kushal Ahmed, M. A. Hakim Newton, Lian Wen, Abdul Sattar

Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

2013

Mixing Energy Models in Genetic Algorithms for On-Lattice Protein Structure Prediction.

Mahmood A. Rashid, M. A. Hakim Newton, Md. Tamjidul Hoque, Abdul Sattar

CoRR, 2013

The road not taken: retreat and diverge in local search for simplified protein structure prediction.

Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Duc Nghia Pham, Abdul Sattar

BMC Bioinform., 2013

Spiral search: a hydrophobic-core directed local search for simplified PSP on 3D FCC lattice.

Mahmood A. Rashid, M. A. Hakim Newton, Tamjidul Hoque, Swakkhar Shatabda, Duc Nghia Pham, Abdul Sattar

BMC Bioinform., 2013

Collaborative Parallel Local Search for Simplified Protein Structure Prediction.

Mahmood A. Rashid, M. A. Hakim Newton, Md. Tamjidul Hoque, Abdul Sattar

Proceedings of the 12th IEEE International Conference on Trust, 2013

Weight-Enhanced Diversification in Stochastic Local Search for Satisfiability.

Thach-Thao Nguyen Duong, Duc Nghia Pham, Abdul Sattar, M. A. Hakim Newton

Proceedings of the IJCAI 2013, 2013

Stochastic Local Search Based Channel Assignment in Wireless Mesh Networks.

M. A. Hakim Newton, Duc Nghia Pham, Wee Lum Tan, Marius Portmann, Abdul Sattar

Proceedings of the Principles and Practice of Constraint Programming, 2013

An efficient encoding for simplified protein structure prediction using genetic algorithms.

Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Abdul Sattar

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A local search embedded genetic algorithm for simplified protein structure prediction.

Mahmood A. Rashid, M. A. Hakim Newton, Tamjidul Hoque, Abdul Sattar

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A Hybrid Local Search for Simplified Protein Structure Prediction.

Swakkhar Shatabda, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar

Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013

Neighborhood Selection in Constraint-Based Local Search for Protein Structure Prediction.

Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar

Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

Simplified Lattice Models for Protein Structure Prediction: How Good Are They?

Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Mixed Heuristic Local Search for Protein Structure Prediction.

Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Memory-based local search for simplified protein structure prediction.

Swakkhar Shatabda, Muhammad Abdul Hakim Newton, Duc Nghia Pham, Abdul Sattar

Proceedings of the ACM International Conference on Bioinformatics, 2012

Random-walk: a stagnation recovery technique for simplified protein structure prediction.

Mahmood A. Rashid, Swakkhar Shatabda, M. A. Hakim Newton, Tamjidul Hoque, Duc Nghia Pham, Abdul Sattar

Proceedings of the ACM International Conference on Bioinformatics, 2012

A New Genetic Algorithm for Simplified Protein Structure Prediction.

Mahmood A. Rashid, Md. Tamjidul Hoque, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011

Kangaroo: An Efficient Constraint-Based Local Search System Using Lazy Propagation.

Muhammad Abdul Hakim Newton, Duc Nghia Pham, Abdul Sattar, Michael J. Maher

Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

2010

Implicit Learning of Compiled Macro-Actions for Planning.

Muhammad Abdul Hakim Newton, John Levine

Proceedings of the ECAI 2010, 2010

2009

Wizard : learning macro-actions comprehensively for planning.

Muhammad Abdul Hakim Newton

PhD thesis, 2009

2008

A multiprocessor based heuristic for multi-dimensional multiple-choice knapsack problem.

Abu Zafar M. Shahriar, Md. Mostofa Akbar, Mohammad Sohel Rahman, Muhammad Abdul Hakim Newton

J. Supercomput., 2008

2007

Learning Macro-Actions for Arbitrary Planners and Domains.

Muhammad Abdul Hakim Newton, John Levine, Maria Fox, Derek Long

Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling, 2007

2005

Multi-Key Index for Distributed Database System.

Md. Shazzad Hosain, Muhammad Abdul Hakim Newton

Int. J. Softw. Eng. Knowl. Eng., 2005