PDF Ebook about: Support Vector Machines
Support Vector Machines
List of ebooks and manuals about Support Vector Machines
37 documents available in our comprehensive collection of Support Vector Machines resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Soil Carbon Prediction (soil-8-587-2022.pdf)
18.03 MBEN 18 pages
Machine learning algorithms were applied to predict organic carbon in German agricultural topsoil, with support vector machine for regression (SVR) performing
Text Mining Journal Articles (paper_158.pdf)
395 KBEN 3 pages
Automated extraction of results from full-text journal articles is explored using support vector machines and naive Bayes classifiers, with an additional
Interpolants as Classifiers (cav12a.pdf)
353 KBEN 16 pages
Interpolants can be viewed as classifiers in supervised machine learning, allowing the use of off-the-shelf classification techniques, such as support vector
SVM Regression Rates (2011-021.pdf)
468 KBEN 39 pages
Support vector machines (SVMs) using Gaussian kernels achieve optimal regression rates under standard smoothness assumptions on the target function, with
Covid Mask Detection (586861.pdf)
487 KBEN 1 page
D published "Covid 19 Face Mask Detection using Support Vector Machine" in the International Journal of Advances in Engineering and
Automated Neonatal Seizure Detection: Improved Accuracy and Reduced False Alarms (Postprocessing v7 Edited.pdf)
738 KBEN 4 pages
Automated seizure detection in neonatal EEG improves with a new feature—mean phase coherence—and supports vector machine post-processing, reducing false alarms and aiding clinical decision-making in NICUs
Trust Model Optimization (14522cnc08.pdf)
839 KBEN 16 pages
Weighted Coefficient Firefly Optimization Algorithm and Support Vector Machine are used for trust model calculation
Data-driven modelling: an integrative approach for various application areas (program.pdf)
14 KBEN 3 pages
The lecture covers challenges and future directions in high-dimensional data analysis, with a specific emphasis on Support Vector Machines and kernel methods
Hydrology Modeling (hess-14-1943-2010.pdf)
1.24 MBEN 19 pages
Researchers applied various data-driven modeling techniques to five hydrology case studies, including actual evapotranspiration, soil moisture, and...
SCORN (John-Wick.pdf)
198 KBEN 101 pages
John Wick, a former boxer and military man in his early sixties, wakes up in his farmhouse in Ardmore, Pennsylvania, to a life of loneliness and despair.
Kokborok POS Tagger (C12-2090.pdf)
190 KBEN 10 pages
A POS tagger for Kokborok, a resource-constrained Indian language, is developed using rule-based and supervised methods, achieving accuracies of 70% and 84%,...
Download (1MB) (RAMA_57201_09031281722080_0030068703_01_front_ref.pdf)
1.51 MBIT 19 pages
KLASIFIKASI KATEGORI WAKTU KELULUSAN MAHASISWA MENGGUNAKAN DATA AKADEMIK SEBAGAI UPAYA PERINGATAN DINI BAGI MAHASISWA AKTIF MENGGUNAKAN ALGORITMA DECISION...
https://unstats.un.org/sdgs/metadata/files/Metadata-03-0B-02.pdf (Metadata-03-0B-02.pdf)
170 KBEN 4 pages
b: Support research and development of vaccines and medicines, Indicator 3
Glaucoma Detection (2019063001.pdf)
965 KBEN 10 pages
Glaucoma detection using compact variational mode decomposition from fundus images is proposed, achieving 89.18% accuracy, outperforming existing methods, by...
DMC (dmcspam.pdf)
154 KBEN 9 pages
The TREC 2005 Spam Evaluation Track showed that non-traditional techniques like Prediction by Partial Matching (PPM) performed exceptionally well, while...
PDF (2008.07989.pdf)
2.15 MBEN 13 pages
Researchers propose a one-class classification approach using convolutional autoencoders for fingerprint presentation attack detection, trained only on bona...
Download (503kB) (Machine Learning Approaches for the Prediction of Obesity using Publicly available genetic profiles.pdf)
491 KBEN 8 pages
The study uses data from the National Human Genome Research Institute Catalog and identifies genetic variants associated with obesity.
Digital Download (0319msdn_emag.pdf)
23.47 MBEN 64 pages
The Microsoft Journal for Developers, March 2019, features articles on C# validation logic with Blazor, full stack C# with Blazor, parsing command lines,...
Robust biomarker identification for cancer diagnosis with ensemble feature selection methods. (ensemble_bioinformatics.pdf)
266 KBEN 7 pages
Biomarker discovery is crucial in cancer diagnosis, and feature selection is key to identifying relevant biomarkers.
P3389-27.pdf (holmes_county_ag_sales.pdf)
641 KBEN 4 pages
Holmes County, MS, had various agricultural sales in 2022, with the top commodities being:
- Fruits/Vegetables: $60 million
- Poultry/Eggs: $62 million
-...
Article (PDF) (pdf-93846-28305)
914 KBEN 8 pages
The production capacity of installed wind power is increasing worldwide, focusing on reliability and efficiency to reduce production costs and increase yield.
Green Version (RJ-2017-016.pdf)
822 KBEN 16 pages
Complex nonparametric models like neural networks and random forests are common in predictive analytics, but understanding their results can be challenging.
THE BARRINGTON ADVANTAGE (The-Barrington-Advantage-barrington-packaging-equipment.pdf)
422 KBEN 1 page
Barrington Packaging Systems Group offers the "Barrington Advantage" post-purchase program, which includes complete installation, comprehensive training, a...
PDF File (cvpr-2004.pdf)
752 KBEN 8 pages
Yann LeCun, Fu Jie Huang, and Léon Bottou assessed learning methods for generic object recognition with invariance to pose and lighting.
Remote Assessment of Multiple Sclerosis Ambulation Using Smartphone and Smartwatch Data (20-121.pdf)
1.83 MBEN 12 pages
This research investigates the use of smartphones and smartwatches to remotely track ambulation in individuals with multiple sclerosis during the Two-Minute Walk Test, exploring the potential for consumer technology to provide valuable insights into disease progression.
Iris Species Identification (IRJET-V10I175.pdf)
4.92 MBEN 5 pages
The study uses machine learning algorithms to identify different species of iris flowers, specifically Versicolor, Setosa, and Virginica, using the Iris...
Fetal Health Classification (12122cseij05.pdf)
613 KBEN 8 pages
Fetal health classification techniques are crucial for early detection of abnormalities. Cardiotocography (CTG) monitors fetal heart rate to ensure well-being. Early detection provides valuable insights and preparation time.
CSEM Reports 8.7 Percent Revenue Growth in 2021 (17e54947-ddaa-4b74-b56e-38845a97602f_csem_s_revenues_grew_by_8_7_percent_EN.pdf)
183 KBEN 2 pages
CSEM's 2021 revenue up 8.7%, driven by 23% private sector income growth; team expanded by 27 members.
Learning Mahalanobis Metric for Large Margin kNN (2795-distance-metric-learning-for-large-margin-nearest-neighbor-classification.pdf)
290 KBEN 8 pages
Learns Mahalanobis distance metric for k-NN classification, ensuring same-class neighbors and large inter-class margins. Improves kNN accuracy, e.g., 1.3% test error on MNIST.
Educational Data Mining: Predicting Students' Academic Achievement (thesisSarah submitted version.pdf)
5.2 MBEN 130 pages
This dissertation explores using educational data mining techniques to predict students' academic achievement, aiming to enhance personalized learning and improve educational outcomes. The research is based on a comprehensive analysis of student data from the University of...
Semi-Supervised Interactive Algorithm for Change Point Detection using OCSVM (23-14.pdf)
1.36 MBEN 30 pages
The paper presents a semi-supervised interactive algorithm for change point detection, aiming to identify abrupt changes in signals or time series, addressing a critical task with limited state-of-the-art supervised approaches.
RUCKUS Cloud Data Sheet (RUCKUS-Cloud-Data-Sheet.pdf)
1.3 MBEN 6 pages
RUCKUS Cloud is an AI-enabled converged network management-as-a-service platform that simplifies deployment, monitoring, and management of single-site or...
Hillbrush: UK's Leading Hygienic Cleaning Equipment Manufacturer (Corporate Brochure.pdf)
2.96 MBEN 13 pages
Hillbrush is a leading UK manufacturer of hygienic cleaning equipment, founded in 1922 by brothers Fred and Bill Coward. The company has grown significantly over the years, with a range of over 2,000 products and distribution partners in over 90 countries.
Facial Emotion Recognition (12122cseij10.pdf)
896 KBEN 11 pages
Facial emotion recognition uses Gabor filters to extract features from spatial images. The methodology involves detecting faces using Haar Cascade and applying Gabor filters. This approach aims to infer a person's mood from their facial expression.
Unlocking Evidence for Children's Social Care (WWC_-_Research_Assistant_Qm3iTTW.pdf)
277 KBEN 6 pages
Document en en
Post-Disaster Recovery Assessment Through Land Cover and Land Use Change Analysis Using Remote Sensing (sheykhmousa.pdf)
4.05 MBEN 82 pages
This is a PhD thesis submitted by Mohammadreza Sheykhmousa in February 2018, focusing on post-disaster recovery through assessment of land cover and land use changes using remote sensing, under the supervision of Prof. Dr. N. Kerle and Dr. M. Kuffer.
Top 10 Data Mining Algorithms: A Survey (10Algorithms-08.pdf)
783 KBEN 37 pages
This survey paper identifies and discusses the top 10 most influential data mining algorithms, including C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART, highlighting their applications and ongoing research.
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