Search Results - "Machine Learning with Applications"

Predictive modelling of graphene-enhanced greases using classical feedback control and quantum kernel regression by Ethan Stefan-Henningsen, Amirkianoosh Kiani

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Enhanced credit risk prediction using deep learning and SMOTE-ENN resampling by Idowu Aruleba, Yanxia Sun

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Forecasts and insights into Japan’s fiscal future: Machine learning-based projections of city-level taxpayer numbers and total income from 2020 to 2100 by Chao Li, Alexander Ryota Keeley, Shunsuke Managi

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EmoFusion: An integrated machine learning model leveraging embeddings and lexicons to improve textual emotion classification by Anjali Bhardwaj, Muhammad Abulaish

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Performance benchmarking of multimodal data-driven approaches in industrial settingsZenedoZenedoZenedo by Diyar Altinses, Andreas Schwung

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Explaining drivers of housing prices with nonlinear hedonic regressions by Heng Wan, Pranab K. Roy Chowdhury, Jim Yoon, Parin Bhaduri, Vivek Srikrishnan, David Judi, Brent Daniel

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Modeling of settlement of shallow-founded rocking structures using explainable physics-guided machine learning by Sivapalan Gajan, Christopher Kantor

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Machine learning-based prediction of optimal antenatal care utilization among reproductive women in Nigeria by Jamilu Sani, Adeyemi Oluwagbemiga, Mohamed Mustaf Ahmed

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Feature engineering through two-level genetic algorithm by Aditi Gulati, Armin Felahatpisheh, Camilo E. Valderrama

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Regularized regression outperforms trees for predicting cognitive function in the Health and Retirement Study by Kyle Masato Ishikawa, Deborah Taira, Joseph Keaweʻaimoku Kaholokula, Matthew Uechi, James Davis, Eunjung Lim

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Fine-tuned YOLO-based deep learning model for detecting malaria parasites and leukocytes in thick smear images: A Tanzanian case study by Beston Lufyagila, Bonny Mgawe, Anael Sam

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Predicting abnormality-guided multimodal linguistic semantics Arabic image captioning by Nahla Aljojo, Hanin Ardah, Araek Tashkandi, Safa Habibullah

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Optimizing travel time reliability with XAI: A Virginia interstate network case using machine learning and meta-heuristics by Navid Khorshidi, Shahriar Afandizadeh Zargari, Soheil Rezashoar, Hamid Mirzahossein

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Precision glass thermoforming assisted by neural networks by Yuzhou Zhang, Mohan Hua, Jinan Liu, Haihui Ruan

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Hierarchical data modeling: A systematic comparison of statistical, tree-based, and neural network approaches by Marzieh Amiri Shahbazi, Nasibeh Azadeh-Fard

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VICCA: Visual interpretation and comprehension of chest X-ray anomalies in generated report without human feedback by Sayeh Gholipour Picha, Dawood Al Chanti, Alice Caplier

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Improving neural network training using dynamic learning rate schedule for PINNs and image classification by Veerababu Dharanalakota, Ashwin Arvind Raikar, Prasanta Kumar Ghosh

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Active learning model used for android malware detection by Md․Habibullah Shakib, Md. Yeasin, Kh. Mustafizur Rahman, Fabiha Faiz Mahi, Md. Mahsin-Ul-Islam, Saddam Hossain

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Embedded feature selection using dual-network architecture by Abderrahim Abbassi, Arved Dörpinghaus, Niklas Römgens, Tanja Grießmann, Raimund Rolfes

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AdVision: An efficient and effective deep learning based advertisement detector for printed media by Faeze Zakaryapour Sayyad, Irida Shallari, Seyed Jalaleddin Mousavirad, Mattias O’Nils, Faisal Z. Qureshi

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