Search Results - Two-based framework

Prediction of device performance in SnO2 based inverted organic solar cells using machine learning framework by Aidil Zulkafli, Nadhirah, Elyca Anak Bundak, Caceja, Amiruddin Abd Rahman, Mohd, Chin Yap, Chi, Chong, Kok-Keong, Tee Tan, Sin

“…In this project, the machine learning (ML) framework with different algorithm models and kernel functions was employed to predict the device performance of solution-processed SnO2-based organic solar cells. …”
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Building Fuzzy Inference Systems with Similarity Reasoning: NSGA II-based Fuzzy Rule Selection and Evidential Functions by Tze, Ling Jee, Kok, Chin Chai, Kai, Meng Tay, Chee, Peng Lim

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Diabetes Classification Using a Framework Stacking of BiLSTM, Logistic Regression, and XGBoost by M. Rezqy, Noor Ridha, Silvia, Ratna, M., Muflih, Haldi, Budiman, Usman, Syapotro, Muhammad, Hamdani

“…The study employed an experimental approach by implementing the stacking framework. The two base models used were BiLSTM and Logistic Regression, with BiLSTM achieving an accuracy of 0.9935 and Logistic Regression reaching 0.9869. …”
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Dinuclear Gold(I) Pyrrolidinedithiocarbamato Complex: Cytotoxic and Antimigratory Activities on Cancer Cells and the Use of Metal-Organic Framework by Sun, R.W.Y., Zhang, M., Li, D., Zhang, Z.F., Cai, H., Li, M., Xian, Y.J., Ng, S.W., Wong, A.S.T.

“…Its rigid scaffold enables a zinc(II)-based metal-organic framework (Zn-MOF) to be used as a carrier in facilitating the uptake and release of 1 in solutions. …”
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Classification of Heart Disease Using a Stacking Framework of BiGRU, BiLSTM, and XGBoost by Haldi, Budiman, Silvia, Ratna, M., Muflih, Usman, Syapotro, Muhammad, Hamdani, M.Rezqy, Noor Ridha

“…This study aims to develop a heart disease classification model using an ensemble approach by leveraging a Stacking framework that combines BiGRU, BiLSTM, and XGBoost models. …”
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The effects of spatial dynamics on a wormhole throat by Alias, Anuar, Wan Abdullah, Wan Ahmad Tajuddin

“…Previous studies on dynamic wormholes were focused on the dynamics of the wormhole itself, be it either rotating or evolutionary in character and also in various frameworks from classical to braneworld cosmological models. …”
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Exploring the potential of a highly scalable metal-organic framework CALF-20 for selective gas adsorption at low pressure by Borzehandani, Mostafa Yousefzadeh, Jorabchi, Majid Namayandeh, Abdulmalek, Emilia, Abdul Rahman, Mohd Basyaruddin, Mohammad Latif, Muhammad Alif

“…In this study, the ability of the highly scalable metal-organic framework (MOF) CALF-20 to adsorb polar and non-polar gases at low pressure was investigated using grand canonical Monte Carlo (GCMC) and molecular dynamics (MD) simulations. …”
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Basophilic method for lanthanide MOFs with a drug ligand: Crystal structure and luminescence by Yan, Z.Q., Meng, X.T., Su, R.R., Zeng, C.H., Yang, Y.Y., Zhong, S., Ng, S.W.

“…It is found that the Ln Ln distance will be shorter if more phenolic hydroxyl as bridges, this will lead to more rigid framework and suggesting that the hydroxyl bridged CPs are good candidates for photophysical and magnetic materials. …”
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Multi-tier classification based on sentiment, type, emotion and purpose for online diabetes community / Wandeep Kaur Ratan Singh by Wandeep Kaur , Ratan Singh

“…The last tier in the proposed STEP framework looked into sentiment and emotion classification. …”
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Mathvision prototype using predictive analytics / Yuzi Mahmud ... [et al.] by Mahmud, Yuzi, Abdul Razak, Muhd Syahir, Abdul-Rahman, Shuzlina, Hanafiah, Mastura, Suhaimi, Amien Ashraf

“…The Multiclass Decision Forest algorithm appeared to be the best predictive model with 95.16% accuracy, as compared to Boosted Decision Tree, Logistic Regression, and Neural Network. Flutter framework and Firebase services were used for front-end and back-end system respectively, and Microsoft Power BI was used for data visualization. …”
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Optimization of operating cost and energy consumption in a smart grid by Mahdi, Baqer Saleh, Sulaiman, Nasri, Shehab, Mohanad Abd, Shafie, Suhaidi, Hizam, Hashim, Mohd Hassan, Siti Lailatul

“…The obtained results underscore the effectiveness and productivity of our devised NSGA-II-based approach. Notably, the proposed algorithm demonstrated a substantial reduction in electricity costs by 19.0%, peak-to-average ratio (PAR) by 30.7%, and carbon emissions by 21.7% in scenario-3, as evidenced by a comparative analysis with the unscheduled case.…”
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Effects on vibrational energy, electronic and optical properties Of SiO2 glass incorporated with alumina / Radhiah Mohd Nor by Mohd Nor, Radhiah

“…Doping of RE ion into SiO2 glass is necessary as an optical activator in SiO2-based devices. However, SiO2 glass suffers from high phonon energy, of about 1100 cm-1 that affects the emission of RE ion. …”
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Multi depot dynamic vehicle routing problem with stochastic road capacity for emergency medical supply delivery in humanitarian logistics by Anuar, Wadi Khalid

“…The model proposed is based on Markov Decision Processes (MDP) modelling framework as part of reinforcement learning (RL) solution approach. …”
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