Neural-XGBoost: A Hybrid Approach for Disaster Prediction and Management Using Machine Learning

Authors: Saleem, Muhammad Asim, Javeed, Ashir, 1989, Benjapolakul, Watit, Srisiri, Wattanasak, Chaitusaney, Surachai, Kaewplung, Pasu

Source: IEEE Access. 13:86768-86780

Subject Terms: Disaster Prediction, Feature Extraction, Machine Learning, SMOTE, XGBoost, Deep learning, Resource allocation, Support vector machines, Disaster management, Disaster mitigation, F1 scores, Features extraction, Hybrid approach, Machine-learning, Neural-networks, Synthetic minority over-sampling techniques, Risk management

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:bth-27921
https://doi.org/10.1109/ACCESS.2025.3569499

A Comparative Study of Feature Selection and Resampling Techniques for Customer Churn Prediction with Explainable AI in the Telecommunications Sector

Authors: Duru, Ismail, Ak, Nurefsan, Dede, Reyhan

Source: 2025 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), 2025 International Conference on. :1-12 Aug, 2025

Relation: 2025 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)

XBFS-CB: An Explainable Categorical Boosting Framework for Lithium-ion Battery Fault Detection Using a Sampling Techniques

Authors: Loganathan, G, Kumaran, N, Palanivelan, M, Dhanalakshmi, K, Asokan, V, Sathish, N

Source: 2025 2nd International Conference on Computing and Data Science (ICCDS) Computing and Data Science (ICCDS), 2025 2nd International Conference on. :1-6 Jul, 2025

Relation: 2025 2nd International Conference on Computing and Data Science (ICCDS)

Enhancing Human Activity Recognition Performance Through Sampling Techniques in Machine Learning Models

Authors: Al Hakim, M. Faris, Prasetiyo, Budi, Ulayyaa, Regina Ayumi

Source: 2025 International Conference on Smart Computing, IoT and Machine Learning (SIML) Smart Computing, IoT and Machine Learning (SIML), 2025 International Conference on. :1-6 Jun, 2025

Relation: 2025 International Conference on Smart Computing, IoT and Machine Learning (SIML)

Computational strategies for understanding the molecular basis of biochemical and biocatalytic processes

Authors: Calvó-Tusell, Carla

Contributors: University/Department: Universitat de Girona. Departament de Química

Thesis Advisors: Osuna Oliveras, Sílvia, García Borràs, Marc, Swart, Marcel, Institut de Química Computacional i Catàlisi

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Dinàmica molecular, Dinámica molecular, Molecular dynamics, Biocatàlisi, Biocatálisis, Biocatalysis, Al·losteria, Alosterio, Allostery, Dinàmica conformacional, Dinámica conformacional, Conformational dynamics, Free energy landscape, Tècniques de mostreig millorades, Técnicas de mostreo mejoradas, Enhanced sampling techniques, Enginyeria d'enzims, Ingeniería de enzimas, Enzyme engineering

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/688912

Improving the Quality of the B+-Tree Based on the Mapreduce Framework

Authors: Duy, Mai Anh, Tho, Tran Phu, Ngu, Huynh Cong Viet

Source: 2025 10th International Conference on Big Data Analytics (ICBDA) Big Data Analytics (ICBDA), 2025 10th International Conference on. :1-10 Mar, 2025

Relation: 2025 10th International Conference on Big Data Analytics (ICBDA)

Enhancing Credit Card Fraud Detection with Hybrid Sampling and Machine Learning Models

Authors: Ahmad, Irfan, Waleed, Muhammad, Ullah, Asad, Jamil, Muhammad Usman

Source: 2025 6th International Conference on Advancements in Computational Sciences (ICACS) Advancements in Computational Sciences (ICACS), 2025 6th International Conference on. :1-7 Feb, 2025

Relation: 2025 6th International Conference on Advancements in Computational Sciences (ICACS)

Remote Blood Sampling Collection

Authors: Al-Nahdi, Noor Saeed, Alyzedi, Maha Mostafa, Alammash, Ghydaa Saleh, Elhag, Salma

Source: 2025 2nd International Conference on Advanced Innovations in Smart Cities (ICAISC) Advanced Innovations in Smart Cities (ICAISC), 2025 2nd International Conference on. :1-6 Feb, 2025

Relation: 2025 2nd International Conference on Advanced Innovations in Smart Cities (ICAISC)

Comprehensive Analysis of Random Forest and XGBoost Performance with SMOTE, ADASYN, and GNUS Under Varying Imbalance Levels

Authors: Imani, Mehdi, Beikmohammadi, Ali, 1995, Arabnia, Hamid Reza

Source: Technologies. 13(3)

Subject Terms: customer churn, different imbalance rates, XGBoost, Random Forest, sampling techniques, data- och systemvetenskap, Computer and Systems Sciences

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-239762
https://doi.org/10.3390/technologies13030088

Successful DNA amplification of DNA from non-destructive buccal swabbing in Vespertilionid and Rhinolophid bats

Authors: Hughes, Morgan, Brown, Scott K., Martin, Rémi, Young, Christopher H., Maddock, Simon

Source: Conservation Genetics Resources. 16(2):199-202

Subject Terms: Buccal swabbing, Conservation, Population genetics, Sampling techniques

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-222855
https://doi.org/10.1007/s12686-024-01352-8

A Review of Hybrid Sampling Techniques for Classifier Performance in Imbalanced Multiclass Sentiment Analysis

Authors: Nugekotuwa, Chamod K., Piumi Ishanka, U. A.

Source: 2024 International Conference on Advances in Technology and Computing (ICATC) Advances in Technology and Computing (ICATC), 2024 International Conference on. :1-6 Dec, 2024

Relation: 2024 International Conference on Advances in Technology and Computing (ICATC)

Credit Card Fraud Detection Using Machine Learning Techniques: Dealing with Imbalanced Data using Over-Sampling and Under-Sampling Methods

Authors: Hussain, Adil, Dhanawat, Vineet, Aslam, Ayesha, Iqbal, Noman, Tripura, Sajib

Source: 2024 Beyond Technology Summit on Informatics International Conference (BTS-I2C) Informatics International Conference (BTS-I2C), 2024 Beyond Technology Summit on. :676-681 Dec, 2024

Relation: 2024 Beyond Technology Summit on Informatics International Conference (BTS-I2C)

Handling Data Imbalance in Video Satisfaction Analysis

Authors: Madusanka, P.D. Thimira, Piumi Ishanka, U.A.

Source: 2024 8th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI) Artificial Intelligence (SLAAI-ICAI), 2024 8th SLAAI International Conference on. :1-6 Dec, 2024

Relation: 2024 8th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI)

AI-Based Surrogate Models of Digital Twins for Industrial Processes

Authors: Lwele, Emmanuel, Shenfield, Alex

Source: 2024 IEEE Industrial Electronics and Applications Conference (IEACon) Industrial Electronics and Applications Conference (IEACon), 2024 IEEE. :89-94 Nov, 2024

Relation: 2024 IEEE Industrial Electronics and Applications Conference (IEACon)

Research on Low Power Factor Standard Device Based on Sampling Method

Authors: Ge, Yanan, Meng, Jing, Cen, Wei, Geng, Ailing, Liu, Xingzhi, Yao, Wenbo

Source: 2024 7th International Conference on Power and Energy Applications (ICPEA) Power and Energy Applications (ICPEA), 2024 7th International Conference on. :356-360 Oct, 2024

Relation: 2024 7th International Conference on Power and Energy Applications (ICPEA)

Forward modeling fluctuations in the DESI LRGs target sample using image simulations

Authors: Kong, H, Ross, AJ, Honscheid, K, Lang, D, Porredon, A, de Mattia, A, Rezaie, M, Zhou, R, Schlafly, EF, Moustakas, J, Rosado-Marin, A, Aguilar, J, Ahlen, S, Brooks, D, Chaussidon, E, Claybaugh, T, Cole, S, de la Macorra, A, Dey, Arjun, Dey, Biprateep, Doel, P, Fanning, K, Forero-Romero, JE, Gaztañaga, E, Gontcho, S Gontcho A, Gutierrez, G, Howlett, C, Juneau, S, Kremin, A, Landriau, M, Levi, ME, Manera, M, Martini, P, Meisner, A, Miquel, R, Mueller, E, Myers, AD, Newman, JA, Nie, J, Niz, G, Percival, WJ, Poppett, C, Prada, F, Rossi, G, Sanchez, E, Schlegel, D, Schubnell, M, Seo, H, Sprayberry, D, Tarlé, G, Vargas-Magaña, M, Weaver, BA, Zou, H

Source: Journal of Cosmology and Astroparticle Physics. 2025(01)

Subject Terms: Space Sciences, Physical Sciences, cosmological parameters from LSS, cosmological simulations, Statistical sampling techniques, Astronomical and Space Sciences, Atomic, Molecular, Nuclear, Particle and Plasma Physics, Nuclear & Particles Physics, Astronomical sciences, Particle and high energy physics

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/0f04q9cc
https://escholarship.org/content/qt0f04q9cc/qt0f04q9cc.pdf

Adaptive sampling techniques of surrogate optimization for marine propeller design

Authors: EL-Alem, M. M., Abouelseoud, Y.^{Aff2, IDs10999025097691_cor1}, AbdEl-latief, A. M., Zawra, I., Haridy, A. A.

Source: International Journal of Mechanics and Materials in Design. 21(5):949-965

ASFE Feature Selection Technique Integrated with SMOTE-ENN for Handling High-Dimensional and Highly Imbalanced Wafer Defect Classification Data

Authors: Tye, Yi Wei, Yusof, Umi Kalsom, Chew, Xin Ying, Tulpar, Samat

Source: 2024 17th International Conference on Advanced Computer Theory and Engineering (ICACTE) Advanced Computer Theory and Engineering (ICACTE), 2024 17th International Conference on. :37-42 Sep, 2024

Relation: 2024 17th International Conference on Advanced Computer Theory and Engineering (ICACTE)

Concept Drift Complexity for Assessing Sampling-Induced Concept Drift in Class-Imbalanced Data Streams

Authors: Hajmohammed, Mustafa, Chountas, Panagiotis, Chaussalet, Thierry J.

Source: 2024 IEEE 12th International Conference on Intelligent Systems (IS) Intelligent Systems (IS), 2024 IEEE 12th International Conference on. :1-5 Aug, 2024

Relation: 2024 IEEE 12th International Conference on Intelligent Systems (IS)

Hybrid Sampling and Variant Deep Learning Models for Credit Card Fraud Detection

Authors: Le, Thi-Thu-Huong, Aprila Adiputra, Andro, Iqbal, Muhammad, Hwang, Yeonjeong, Kim, Howon

Source: 2024 International Conference on Platform Technology and Service (PlatCon) Platform Technology and Service (PlatCon), 2024 International Conference on. :27-32 Aug, 2024

Relation: 2024 International Conference on Platform Technology and Service (PlatCon)