M. A. Hakim Newton

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 45

Top Topics

Scoring Functions

Protein Structure

Top Venues

Comput. Oper. Res.

Comput. Biol. Chem.

Australasian Conference on Artificial Intelligence

Publications

Tanzima Azad, M. A. Hakim Newton, Jarrod Trevathan, Abdul Sattar
Hierarchical Decentralized Edge Interoperability. IEEE Internet Things J. 11 (8) (2024)
Julia Rahman, M. A. Hakim Newton, Mohammed Eunus Ali, Abdul Sattar
Distance plus attention for binding affinity prediction. J. Cheminformatics 16 (1) (2024)
M. M. Mohamed Mufassirin, M. A. Hakim Newton, Abdul Sattar
Artificial intelligence for template-free protein structure prediction: a comprehensive review. Artif. Intell. Rev. 56 (8) (2023)
Majid Namazi, M. A. Hakim Newton, Conrad Sanderson, Abdul Sattar
Solving travelling thief problems using coordination based methods. J. Heuristics 29 (4-6) (2023)
Majid Namazi, M. A. Hakim Newton, Conrad Sanderson, Abdul Sattar
Solving Travelling Thief Problems using Coordination Based Methods. CoRR (2023)
Julia Rahman, M. A. Hakim Newton, Md. Al Mehedi Hasan, Abdul Sattar
Real-to-bin conversion for protein residue distances. Comput. Biol. Chem. 104 (2023)
M. M. Mohamed Mufassirin, M. A. Hakim Newton, Julia Rahman, Abdul Sattar
Multi-S3P: Protein Secondary Structure Prediction With Specialized Multi-Network and Self-Attention-Based Deep Learning Model. IEEE Access 11 (2023)
M. A. Hakim Newton, Julia Rahman, Rianon Zaman, Abdul Sattar
Enhancing protein contact map prediction accuracy via ensembles of inter-residue distance predictors. Comput. Biol. Chem. 99 (2022)
Rianon Zaman, M. A. Hakim Newton, Fereshteh Mataeimoghadam, Abdul Sattar
Tailoring Contact Based Scoring Functions for Protein Structure Prediction. AI (2022)
Rianon Zaman, M. A. Hakim Newton, Fereshteh Mataeimoghadam, Abdul Sattar
Constraint Guided Neighbor Generation for Protein Structure Prediction. IEEE Access 10 (2022)
Md. Khaled Ben Islam, M. A. Hakim Newton, Julia Rahman, Jarrod Trevathan, Abdul Sattar
Long range multi-step water quality forecasting using iterative ensembling. Eng. Appl. Artif. Intell. 114 (2022)
Julia Rahman, M. A. Hakim Newton, Md. Al Mehedi Hasan, Abdul Sattar
A stacked meta-ensemble for protein inter-residue distance prediction. Comput. Biol. Medicine 148 (2022)
M. A. Hakim Newton, Rianon Zaman, Fereshteh Mataeimoghadam, Julia Rahman, Abdul Sattar
Constraint Guided Beta-Sheet Refinement for Protein Structure Prediction. Comput. Biol. Chem. 101 (2022)
Soumitra Saha, Partho Sarathi Sarker, Alam Al Saud, Swakkhar Shatabda, M. A. Hakim Newton
Cluster-oriented instance selection for classification problems. Inf. Sci. 602 (2022)
M. A. Hakim Newton, Fereshteh Mataeimoghadam, Rianon Zaman, Abdul Sattar
Secondary structure specific simpler prediction models for protein backbone angles. BMC Bioinform. 23 (1) (2022)
Vahid Riahi, M. A. Hakim Newton, Abdul Sattar
A scatter search algorithm for time-dependent prize-collecting arc routing problems. Comput. Oper. Res. 134 (2021)
M. A. Hakim Newton, Md. Masbaul Alam, Duc Nghia Pham, John Thornton, Kaile Su, Abdul Sattar
Evaluating logic gate constraints in local search for structured satisfiability problems. Artif. Intell. Rev. 54 (7) (2021)
Fereshteh Mataeimoghadam, M. A. Hakim Newton, Rianon Zaman, Abdul Sattar
Improving Protein Backbone Angle Prediction Using Hidden Markov Models in Deep Learning. PRICAI (1) (2021)
Vahid Riahi, M. A. Hakim Newton, Abdul Sattar
Constraint based local search for flowshops with sequence-dependent setup times. Eng. Appl. Artif. Intell. 102 (2021)
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar
Surrogate Assisted Optimisation for Travelling Thief Problems. CoRR (2020)
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar
Surrogate Assisted Optimisation for Travelling Thief Problems. SOCS (2020)
Vahid Riahi, M. A. Hakim Newton, Abdul Sattar
Exploiting Setup Time Constraints in Local Search for Flowshop Scheduling. PRICAI (2) (2019)
M. A. Hakim Newton, Vahid Riahi, Kaile Su, Abdul Sattar
Scheduling blocking flowshops with setup times via constraint guided and accelerated local search. Comput. Oper. Res. 109 (2019)
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Abdul Sattar
A Cooperative Coordination Solver for Travelling Thief Problems. CoRR (2019)
Abdul Karim, Avinash Mishra, M. A. Hakim Newton, Abdul Sattar
Efficient Toxicity Prediction via Simple Features Using Shallow Neural Networks and Decision Trees. CoRR (2019)
Majid Namazi, M. A. Hakim Newton, Abdul Sattar, Conrad Sanderson
A Profit Guided Coordination Heuristic for Travelling Thief Problems. SOCS (2019)
Vahid Riahi, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar
Tailoring customer order scheduling search algorithms. Comput. Oper. Res. 108 (2019)
M. A. Hakim Newton, Vahid Riahi, Abdul Sattar
Makespan preserving flowshop reengineering via blocking constraints. Comput. Oper. Res. 112 (2019)
Vahid Riahi, M. A. Hakim Newton, Kaile Su, Abdul Sattar
Constraint guided accelerated search for mixed blocking permutation flowshop scheduling. Comput. Oper. Res. 102 (2019)
Vahid Riahi, M. A. Hakim Newton, Md. Masbaul Alam, Kaile Su, Abdul Sattar
Constraint guided search for aircraft sequencing. Expert Syst. Appl. 118 (2019)
Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
Toxicity Prediction by Multimodal Deep Learning. CoRR (2019)
Abdul Karim, Jaspreet Singh, Avinash Mishra, Abdollah Dehzangi, M. A. Hakim Newton, Abdul Sattar
Toxicity Prediction by Multimodal Deep Learning. PKAW (2019)
Abdul Karim, Avinash Mishra, M. A. Hakim Newton, Abdul Sattar
Machine Learning Interpretability: A Science rather than a tool. CoRR (2018)
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar
Diversified Late Acceptance Search. Australasian Conference on Artificial Intelligence (2018)
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton, Md. Masbaul Alam Polash, Abdul Sattar
Diversified Late Acceptance Search. CoRR (2018)
Vahid Riahi, M. A. Hakim Newton, Abdul Sattar
Constraint-Guided Local Search for Single Mixed-Operation Runway. Australasian Conference on Artificial Intelligence (2018)
Vahid Riahi, M. A. Hakim Newton, Kaile Su, Abdul Sattar
Local Search for Flowshops with Setup Times and Blocking Constraints. ICAPS (2018)
Vahid Riahi, Md. Masbaul Alam, M. A. Hakim Newton, Abdul Sattar
Mixed Neighbourhood Local Search for Customer Order Scheduling Problem. PRICAI (1) (2018)
Md. Masbaul Alam, M. A. Hakim Newton, Abdul Sattar
Constraint-based search for optimal Golomb rulers. J. Heuristics 23 (6) (2017)
Vahid Riahi, Mostafa Khorramizadeh, M. A. Hakim Newton, Abdul Sattar
Scatter search for mixed blocking flowshop scheduling. Expert Syst. Appl. 79 (2017)
Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton, Abdul Sattar
Encoding Domain Transitions for Constraint-Based Planning. J. Artif. Intell. Res. 58 (2017)
Md. Masbaul Alam Polash, M. A. Hakim Newton, Abdul Sattar
Constraint-directed search for all-interval series. Constraints An Int. J. 22 (3) (2017)
Majid Namazi, Nina Ghanbari Ghooshchi, M. A. Hakim Newton, Abdul Sattar
Assignment Precipitation in Fail First Search. Australasian Conference on Artificial Intelligence (2016)
Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton, Abdul Sattar
Transition Constraints for Parallel Planning. AAAI (2015)
Md. Masbaul Alam Polash, M. A. Hakim Newton, Abdul Sattar
Constraint-Based Local Search for Golomb Rulers. CPAIOR (2015)
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Constraint-Based Evolutionary Local Search for Protein Structures with Secondary Motifs. PRICAI (2014)
Kushal Ahmed, M. A. Hakim Newton, Lian Wen, Abdul Sattar
Formalisation of the integration of behavior trees. ASE (2014)
Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Duc Nghia Pham, Abdul Sattar
How Good Are Simplified Models for Protein Structure Prediction? Adv. Bioinformatics 2014 (2014)
Mahmood A. Rashid, Md. Masbaul Alam Polash, M. A. Hakim Newton, Md. Tamjidul Hoque, Abdul Sattar
Amino Acids Pattern-Biased Spiral Search for Protein Structure Prediction. PRICAI (2014)
Mahmood A. Rashid, Swakkhar Shatabda, M. A. Hakim Newton, Tamjidul Hoque, Abdul Sattar
Protein Structure Prediction. Adv. Bioinformatics 2014 (2014)
M. A. Hakim Newton, Duc Nghia Pham, Wee Lum Tan, Marius Portmann, Abdul Sattar
Stochastic Local Search Based Channel Assignment in Wireless Mesh Networks. CP (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Duc Nghia Pham, Abdul Sattar
The road not taken: retreat and diverge in local search for simplified protein structure prediction. BMC Bioinform. 14 (S-2) (2013)
Mahmood A. Rashid, M. A. Hakim Newton, Tamjidul Hoque, Swakkhar Shatabda, Duc Nghia Pham, Abdul Sattar
Spiral search: a hydrophobic-core directed local search for simplified PSP on 3D FCC lattice. BMC Bioinform. 14 (S-2) (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar
A Hybrid Local Search for Simplified Protein Structure Prediction. CoRR (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Simplified Lattice Models for Protein Structure Prediction: How Good Are They? AAAI (2013)
Mahmood A. Rashid, M. A. Hakim Newton, Md. Tamjidul Hoque, Abdul Sattar
Mixing Energy Models in Genetic Algorithms for On-Lattice Protein Structure Prediction. CoRR (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar
A Hybrid Local Search for Simplified Protein Structure Prediction. BIOINFORMATICS (2013)
Mahmood A. Rashid, M. A. Hakim Newton, Tamjidul Hoque, Abdul Sattar
A local search embedded genetic algorithm for simplified protein structure prediction. IEEE Congress on Evolutionary Computation (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Mahmood A. Rashid, Abdul Sattar
An efficient encoding for simplified protein structure prediction using genetic algorithms. IEEE Congress on Evolutionary Computation (2013)
Mahmood A. Rashid, M. A. Hakim Newton, Md. Tamjidul Hoque, Abdul Sattar
Collaborative Parallel Local Search for Simplified Protein Structure Prediction. TrustCom/ISPA/IUCC (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Neighborhood Selection in Constraint-Based Local Search for Protein Structure Prediction. Australasian Conference on Artificial Intelligence (2013)
Thach-Thao Nguyen Duong, Duc Nghia Pham, Abdul Sattar, M. A. Hakim Newton
Weight-Enhanced Diversification in Stochastic Local Search for Satisfiability. IJCAI (2013)
Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar
Mixed Heuristic Local Search for Protein Structure Prediction. AAAI (2013)
Mahmood A. Rashid, Swakkhar Shatabda, M. A. Hakim Newton, Tamjidul Hoque, Duc Nghia Pham, Abdul Sattar
Random-walk: a stagnation recovery technique for simplified protein structure prediction. BCB (2012)
Mahmood A. Rashid, Md. Tamjidul Hoque, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar
A New Genetic Algorithm for Simplified Protein Structure Prediction. Australasian Conference on Artificial Intelligence (2012)