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Nasrin Sultana

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2020 – today

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2024
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  - journals/orl/SultanaCASQ24
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Nasrin Sultana, Jeffrey Chan, Babak Abbasi, Tabinda Sarwar, Alex Kai Qin:
Learning to guide local search optimisation for routing problems. Oper. Res. Lett. 55: 107136 (2024)
2022
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Nasrin Sultana, Jeffrey Chan, Tabinda Sarwar, A. Kai Qin:
Learning to optimise general TSP instances. Int. J. Mach. Learn. Cybern. 13(8): 2213-2228 (2022)
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Nasrin Sultana, Jeffrey Chan, Tabinda Sarwar, Alex Kai Qin:
Sample-Efficient, Exploration-Based Policy Optimisation for Routing Problems. CoRR abs/2205.15656 (2022)
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  - journals/corr/abs-2209-00247
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Md. Abubakar Siddik, Most. Anju Ara Hasi, Jakia Akter Nitu, Sumonto Sarker, Nasrin Sultana, Emarn Ali:
A Modified IEEE 802.15.6 MAC Scheme to Enhance Performance of Wireless Body Area Networks in E-health Applications. CoRR abs/2209.00247 (2022)
2021
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Nasrin Sultana, Jeffrey Chan, Tabinda Sarwar, A. Kai Qin:
Learning to Optimise Routing Problems using Policy Optimisation. IJCNN 2021: 1-8
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  - journals/corr/abs-2109-08345
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Nasrin Sultana, Jeffrey Chan, Tabinda Sarwar, Babak Abbasi, A. Kai Qin:
Learning Enhanced Optimisation for Routing Problems. CoRR abs/2109.08345 (2021)
2020
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  - journals/corr/abs-2010-12214
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Nasrin Sultana, Jeffrey Chan, A. Kai Qin:
Learning to Optimise General TSP Instances. CoRR abs/2010.12214 (2020)
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  - journals/corr/abs-2012-13269
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Nasrin Sultana, Jeffrey Chan, A. Kai Qin, Tabinda Sarwar:
Learning Vehicle Routing Problems using Policy Optimisation. CoRR abs/2012.13269 (2020)

2010 – 2019

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2019
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Nasrin Sultana, Naveen K. Chilamkurti, Wei Peng, Rabei Alhadad:
Survey on SDN based network intrusion detection system using machine learning approaches. Peer-to-Peer Netw. Appl. 12(2): 493-501 (2019)
2018
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  - conf/nlpir/RaselSAM18
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Risul Islam Rasel, Nasrin Sultana, Sharna Akhter, Phayung Meesad:
Detection of Cyber-Aggressive Comments on Social Media Networks: A Machine Learning and Text mining approach. NLPIR 2018: 37-41
2017
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Risul Islam Rasel, Nasrin Sultana, Phayung Meesad:
An Application of Data Mining and Machine Learning for Weather Forecasting. IC2IT 2017: 169-178
2015
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Risul Islam Rasel, Nasrin Sultana, Phayung Meesad:
An efficient modelling approach for forecasting financial time series data using support vector regression and windowing operators. Int. J. Comput. Intell. Stud. 4(2): 134-150 (2015)
2012
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  - journals/corr/abs-1209-5428
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Nasrin Sultana, Tanvir Ahmed, A. B. M. Siddique Hossain:
Study of a new link layer security scheme in a wireless sensor network. CoRR abs/1209.5428 (2012)

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