Toki Tahmid Inan

According to our database, Toki Tahmid Inan authored at least 11 papers between 2018 and 2025.

Collaborative distances:

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

2025

Closing the Optimization and Generalization Gap in Deep Learning with A Multi-Objective Evolutionary Algorithm.

Toki Tahmid Inan, Shahana Shultana, Amarda Shehu

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

2024

Beyond Single-Model Views for Deep Learning: Optimization versus Generalizability of Stochastic Optimization Algorithms.

Toki Tahmid Inan, Mingrui Liu, Amarda Shehu

CoRR, 2024

Revisiting Evolutionary Algorithms for Optimization for Deep Learning: Introducing DL-HEA: EAs for Optimization for Deep Learning.

Toki Tahmid Inan, Amarda Shehu

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Adaptive Stochastic Optimization to Improve Protein Conformation Sampling.

Ahmed Bin Zaman, Toki Tahmid Inan, Kenneth A. De Jong, Amarda Shehu

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

2022

F-Measure Optimization for Multi-class, Imbalanced Emotion Classification Tasks.

Toki Tahmid Inan, Mingrui Liu, Amarda Shehu

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021

Adaptive Conformation Sampling Dataset Zaman_TCBB21.

Ahmed Bin Zaman, Toki Tahmid Inan, Kenneth A. De Jong, Amarda Shehu

Dataset, November, 2021

2020

A Systematic Review on the Use of AI and ML for Fighting the COVID-19 Pandemic.

Muhammad Nazrul Islam, Toki Tahmid Inan, Suzzana Rafi, Syeda Sabrina Akter, Iqbal H. Sarker, A. K. M. Najmul Islam

IEEE Trans. Artif. Intell., 2020

Investigating usability of mobile health applications in Bangladesh.

Muhammad Nazrul Islam, Md. Mahboob Karim, Toki Tahmid Inan, A. K. M. Najmul Islam

BMC Medical Informatics Decis. Mak., 2020

A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic.

Muhammad Nazrul Islam, Toki Tahmid Inan, Suzzana Rafi, Syeda Sabrina Akter, Iqbal H. Sarker, A. K. M. Najmul Islam

CoRR, 2020

Protein Decoy Generation via Adaptive Stochastic Optimization for Protein Structure Determination.

Ahmed Bin Zaman, Toki Tahmid Inan, Amarda Shehu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2018

A Decision Support Model to Predict ICU Readmission through Data Mining Approach.

Toki Tahmid Inan, Mahmuda Binte Rashid Samia, Iffat Tamanna Tulin, Muhammad Nazrul Islam

Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018