no code implementations • 1 Apr 2024 • Gousia Habib, Ishfaq Ahmed Malik, Jameel Ahmad, Imtiaz Ahmed, Shaima Qureshi
Group Normalization computations are accurate across a wide range of batch sizes and are independent of batch size.
no code implementations • 25 Mar 2024 • Ekramul Haque, Kamrul Hasan, Imtiaz Ahmed, Md. Sahabul Alam, Tariqul Islam
In the dynamic and ever-changing domain of Unmanned Aerial Vehicles (UAVs), the utmost importance lies in guaranteeing resilient and lucid security measures.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
no code implementations • 14 Mar 2024 • Al Amin, Kamrul Hasan, Saleh Zein-Sabatto, Deo Chimba, Liang Hong, Imtiaz Ahmed, Tariqul Islam
Integrating DL within the Federated Learning (FL) framework has yielded a methodology that offers precise and dependable diagnostics for detecting brain tumors.
no code implementations • 7 Mar 2024 • Al Amin, Kamrul Hasan, Saleh Zein-Sabatto, Deo Chimba, Imtiaz Ahmed, Tariqul Islam
The healthcare industry has been revolutionized by the convergence of Artificial Intelligence of Medical Things (AIoMT), allowing advanced data-driven solutions to improve healthcare systems.
no code implementations • 1 Mar 2024 • Hamed Khosravi, Srinjoy Das, Abdullah Al-Mamun, Imtiaz Ahmed
Early prediction of dialysis is crucial as it can significantly improve patient outcomes and assist healthcare providers in making timely and informed decisions.
no code implementations • 10 Jan 2024 • Ahmed Shoyeb Raihan, Hamed Khosravi, Tanveer Hossain Bhuiyan, Imtiaz Ahmed
Our study introduces a novel surprise-guided sequential learning framework, SurpriseAF-BO, signaling a significant shift in MAM.
no code implementations • 7 Dec 2023 • Israt Zarin Era, Imtiaz Ahmed, Zhichao Liu, Srinjoy Das
Foundation models are currently driving a paradigm shift in computer vision tasks for various fields including biology, astronomy, and robotics among others, leveraging user-generated prompts to enhance their performance.
no code implementations • 16 Nov 2023 • Ahmed Shoyeb Raihan, Hamed Khosravi, Srinjoy Das, Imtiaz Ahmed
The UCB-to-EI switching policy dictated guided through continuous monitoring of the model uncertainty during each step of sequential sampling results in navigating through the MDS more efficiently while ensuring rapid convergence.
no code implementations • 15 Nov 2023 • Hamed Khosravi, Sarah Farhadpour, Manikanta Grandhi, Ahmed Shoyeb Raihan, Srinjoy Das, Imtiaz Ahmed
In this article, operational data is analyzed from a paper manufacturing machine in which paper breaks are relatively rare but have a high economic impact.
1 code implementation • 23 Sep 2023 • Md Asif Bin Syed, Azmine Toushik Wasi, Imtiaz Ahmed
The pulp and paper manufacturing industry requires precise quality control to ensure pure, contaminant-free end products suitable for various applications.
no code implementations • 15 May 2023 • Hamed Khosravi, Hadi Sahebi, Rahim khanizad, Imtiaz Ahmed
In the context of global sustainability, buildings are significant consumers of energy, emphasizing the necessity for innovative strategies to enhance efficiency and reduce environmental impact.
no code implementations • 18 Apr 2023 • Hamed Khosravi, Taofeeq Olajire, Ahmed Shoyeb Raihan, Imtiaz Ahmed
This metric considers both the quality of the Pareto front and the amount of data used to generate it.
no code implementations • 4 Apr 2023 • Md Asif Bin Syed, Imtiaz Ahmed
For decades, track association has been a challenging problem in marine surveillance, which involves the identification and association of vessel observations over time.
no code implementations • 24 Mar 2023 • Md Asif Bin Syed, Imtiaz Ahmed
During the training process, it learns and builds the trajectory for each of these underlying vessels.
no code implementations • 17 Mar 2023 • Ahmed Shoyeb Raihan, Imtiaz Ahmed
Anomalies refer to data points or events that deviate from normal and homogeneous events, which can include fraudulent activities, network infiltrations, equipment malfunctions, process changes, or other significant but infrequent events.
no code implementations • 15 Mar 2023 • Ahsnaul Haque, Md Naseef-Ur-Rahman Chowdhury, Hamdy Soliman, Mohammad Sahinur Hossen, Tanjim Fatima, Imtiaz Ahmed
We first introduce the characteristics of WSNs and the challenges of anomaly detection in WSNs.
no code implementations • 27 Feb 2023 • Farzana Islam, Ahmed Shoyeb Raihan, Imtiaz Ahmed
In manufacturing settings, data collection and analysis are often a time-consuming, challenging, and costly process.
no code implementations • 26 Feb 2023 • Ahmed Shoyeb Raihan, Imtiaz Ahmed
Afterward, we apply BMA to the same dataset by working with a set of predictive models and compare the performance of BMA with the traditional BO algorithm, which relies on a single model for approximation.
no code implementations • 1 Dec 2021 • Imtiaz Ahmed, Satish Bukkapatnam, Bhaskar Botcha, Yu Ding
An autonomous experimentation platform in manufacturing is supposedly capable of conducting a sequential search for finding suitable manufacturing conditions for advanced materials by itself or even for discovering new materials with minimal human intervention.
no code implementations • 29 Oct 2020 • Imtiaz Ahmed, Travis Galoppo, Xia Hu, Yu Ding
In order to make dimensionality reduction effective for high-dimensional data embedding nonlinear low-dimensional manifold, it is understood that some sort of geodesic distance metric should be used to discriminate the data samples.
no code implementations • 29 Oct 2020 • Imtiaz Ahmed, Mikyoung Jun, Yu Ding
The proposed approach is developed as an effort to address a data association challenge in which the number of vessels as well as the vessel identification are purposely withheld and time gaps are created in the datasets to mimic the real-life operational complexities under a threat environment.
no code implementations • 17 Jan 2020 • Imtiaz Ahmed, Xia Ben Hu, Mithun P. Acharya, Yu Ding
Dimensionality reduction is considered as an important step for ensuring competitive performance in unsupervised learning such as anomaly detection.