Search Results - "Support vector machines"

Boundary peeling: An outlier detection method.

Authors: Arafat, Sheikh Sun, Na Weese, Maria L. et al.

Source: Quality Engineering. 2025, Vol. 37 Issue 4, p583-596. 14p.

Subject Terms: *DATA analysis, *DATA structures, OUTLIER detection, SUPPORT vector machines, COMPUTER performance, MACHINE learning, ENSEMBLE learning

Production Frontier Estimation via Additive Regression Splines and Relaxed Support Vector Regression.

Authors: Zhou, Yuting Li, Qian Luo, Kangyang et al.

Source: Asia-Pacific Journal of Operational Research. Oct2025, p1. 28p.

Subject Terms: *INDUSTRIAL productivity, MACHINE learning, SUPPORT vector machines, SPLINE theory, DATA envelopment analysis, OUTLIERS (Statistics)

An Operational Risk Prediction Method for Corporate Financial Management Based on Big Data Analysis.

Authors: Li, Ying Song, Geng

Source: International Journal of High Speed Electronics & Systems. Dec2025, Vol. 34 Issue 4, p1-25. 25p.

Subject Terms: *DATABASE management, *PREDICTION algorithms, *FINANCIAL risk management, *BIG data, PARTICLE swarm optimization, SUPPORT vector machines

Integrated Teaching Evaluation of Physical Education in Colleges and Universities Based on Multi-class Support Vector Machine.

Authors: Dai, Guang-Song¹ (AUTHOR) daigs021@sohu.com

Source: International Journal of High Speed Electronics & Systems. Dec2025, Vol. 34 Issue 4, p1-22. 22p.

Subject Terms: SUPPORT vector machines, ASSESSMENT of education, CLASSIFICATION algorithms, EFFECTIVE teaching, TEACHING methods

Research on Intelligent Detection of False Flow in Network Marketing Based on Artificial Intelligence.

Authors: Teng, Ying¹ (AUTHOR) tengying687407@163.com

Source: International Journal of High Speed Electronics & Systems. Dec2025, Vol. 34 Issue 4, p1-15. 15p.

Subject Terms: *ARTIFICIAL intelligence, *MULTILEVEL marketing, *CORPORATE governance, SUPPORT vector machines, FALSE alarms

An Occluded Target Tracking Method for Tennis Sports Video Based on an Attentional Mechanism to Maximize Overlap.

Authors: Chen, Yongming¹ (AUTHOR) songhe6662024@163.com

Source: International Journal of High Speed Electronics & Systems. Dec2025, Vol. 34 Issue 4, p1-26. 26p.

Subject Terms: SUPPORT vector machines, FEATURE extraction, VECTOR data, SPORTS films, MULTIPLE target tracking, TENNIS, TRACKING radar

Characterization and recognition of three-dimensional excitation-emission matrix spectra of wastewater from six typical categories.

Authors: Kuang, Litao Liu, Rui Jin, Meng et al.

Source: Journal of Environmental Sciences (Elsevier). Nov2025, Vol. 157, p206-219. 14p.

Subject Terms: *ENVIRONMENTAL management, SEWAGE, SUPPORT vector machines, K-nearest neighbor classification, TANNING (Hides & skins)

Enhancing AG News Classification With Hypergraph Attention Networks and Quadratic SVM.

Authors: Sampath, Pradeepa Krishna, Biyyapu Sai Hari Vimal, Shanmuganathan et al.

Source: Expert Systems. Dec2025, Vol. 42 Issue 12, p1-18. 18p.

Subject Terms: *JOURNALISM, *ARTIFICIAL neural networks, AUTOMATIC classification, SUPPORT vector machines, DOCUMENT clustering, CLASSIFICATION, DEEP learning

RETRACTED: Hindi podcast genre prediction using support vector classifier.

Authors: Jain, Mudeet Mahrishi, Mehul Sharma, Girish et al.

Source: Expert Systems. Oct2025, Vol. 42 Issue 10, p1-14. 14p.

Subject Terms: *COVID-19, *STREAMING audio, HINDI language, SUPPORT vector machines, GENRE studies, SOUND recordings, APPLIED sciences, MACHINE learning

Geographic Terms: INDIA

Support Vector Machine to Forecast Reexamination Invalidation Decisions for Utility Model Patent.

Authors: Wang, Mei‐Hsin Che, Hui‐Chung

Source: Journal of Forecasting. Oct2025, p1. 19p. 5 Illustrations.

Subject Terms: *PATENTS, *UTILITY functions, *MERGERS & acquisitions, *FORECASTING, *DUE diligence, SUPPORT vector machines, RADIAL basis functions

Geographic Terms: CHINA

Range-Free Positioning in NB-IoT Networks by Machine Learning: Beyond WkNN

Authors: De Nardis, Luca Savelli, Marco Caso, Giuseppe et al.

Source: IEEE JOURNAL OF INDOOR AND SEAMLESS POSITIONING AND NAVIGATION. 3:53-69

Subject Terms: Meters, Accuracy, Fingerprint recognition, Internet of Things, 3GPP, Performance evaluation, Position measurement, Global navigation satellite system, Navigation, Support vector machines, Machine learning (ML), narrowband Internet of Things (NB-IoT), positioning, weighted k nearest neighbors (Wk-NN), Computer Science, Datavetenskap

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kau:diva-104592
https://doi.org/10.1109/JISPIN.2025.3558465

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

Authors: Saleem, Muhammad Asim Javeed, Ashir Benjapolakul, Watit et al.

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

Predicting Live Weight for Female Rabbits of Meat Crosses From Body Measurements Using LightGBM, XGBoost and Support Vector Machine Algorithms.

Authors: Önder, Hasan Tirink, Cem Yakubets, Taras et al.

Source: Veterinary Medicine & Science. Jan2025, Vol. 11 Issue 1, p1-12. 12p.

Subjects: Support vector machines, Standard deviations, Chest (Anatomy), Mathematical models, Animal welfare

Application of the naïve bayes and support vector machine in sentiment analysis for the 2024 Indonesian presidential candidates.

Authors: Putri, Kasya Rizkia Cahyani, Denis Eka

Source: AIP Conference Proceedings. 2025, Vol. 3446 Issue 1, p1-14. 14p.

Subject Terms: *SENTIMENT analysis, *SUPPORT vector machines, *NATURAL language processing, *NAIVE Bayes classification, *DATA augmentation, *POLITICAL communication, *POLITICAL candidates

Reviews & Products: TWITTER (Web resource)

Trajectory planning of four mecanum wheeled platform mobile manipulator robot (4-MWPMMR) with object detection.

Authors: Salman, Rafeaf Jumah Alwan, Hassan Mohamed Jasim, Ali Abdulrazzak et al.

Source: AIP Conference Proceedings. 2025, Vol. 3190 Issue 1, p1-11. 11p.

Subject Terms: *OBJECT recognition (Computer vision), *SUPPORT vector machines, *TRAJECTORY optimization, *INDUSTRIAL robots, *WHEELS, *SERVOMECHANISMS, *MOBILE robot control systems

Real-time gamma-neutron discrimination with a trainable polynomial kernel.

Authors: Hlavinka, Matyáš Matĕj, Zdenĕk Čulen, Jiří et al.

Source: EPJ Web of Conferences. 11/6/2025, Vol. 338, p1-7. 7p.

Subject Terms: *SUPPORT vector machines, *FIELD programmable gate arrays, *CUBIC equations, *REAL-time computing, *SIGNAL separation, *NEUTRON counters

Comparative analysis of vectorization on Twitter (X) sentiment analysis using lexicon-based and SVM methods.

Authors: Putra, Kurnia Ramadhan Revansa, Kirana Indria

Source: AIP Conference Proceedings. 2025, Vol. 3351 Issue 1, p1-11. 11p.

Subject Terms: *SENTIMENT analysis, *SUPPORT vector machines, *LEXICON, *ELECTRONIC data processing, *TEXT mining, *WORD frequency

Reviews & Products: TWITTER (Web resource)

Deep learning meets SVM: A robust framework for cabbage leaf disease classification.

Authors: Kawalpreet Kumar, Gulshan Kang, Amandeep Kaur et al.

Source: AIP Conference Proceedings. 10/31/2025, Vol. 3343 Issue 1, p1-8. 8p.

Subject Terms: *DEEP learning, *SUPPORT vector machines, *PLANT diseases, *AGRICULTURAL technology, *EARLY diagnosis, *PRECISION farming, *CONVOLUTIONAL neural networks, *CLASSIFICATION

Genetic-based SVM algorithm for brain disease gene prediction.

Authors: Bhatt, Pankaj Garg, Sakshi Verma, Shalu et al.

Source: AIP Conference Proceedings. 10/31/2025, Vol. 3343 Issue 1, p1-8. 8p.

Subject Terms: *GENETIC algorithms, *SUPPORT vector machines, *SUPERVISED learning, *DATA fusion (Statistics), *BRAIN diseases, *PARKINSON'S disease

Human scream detection and analysis.

Authors: Lakhi, Jai Rai Gupta, Sachin Gupta, Bhoomi et al.

Source: AIP Conference Proceedings. 2025, Vol. 3297 Issue 1, p1-8. 8p.

Subject Terms: *SUPPORT vector machines, *MULTILAYER perceptrons, *INTERFERENCE (Sound), *PSYCHOLOGICAL distress, *FEATURE extraction, *SOUNDS, *ALARMS, *SEARCH & rescue operations