Výsledky vyhľadávania - Data mining. Electronic data processing Computer algorithms.

Data Clustering: Algorithms and Applications Autor Aggarwal, Charu C., Reddy, Chandan K.

“…In this book, top researchers from around the world cover the entire area of clustering, from basic methods to more refined and complex data clustering approaches…”
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Data mining : concepts and techniques Autor Han, Jiawei, Kamber, Micheline, Pei, Jian

“… Like the first edition, voted the most popular data mining book by KD Nuggets readers, this book explores concepts and techniques for the discovery of patterns hidden in large data sets, focusing…”
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Data mining algorithms: explained using R Autor Cichosz, Pawel

“…Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and clustering models, as…”
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Advanced Data Structures and Algorithms: Learn how to enhance data processing with more complex and advanced data structures (English Edition) Autor A, Abirami, R L, Priya

“… Description "Advanced Data Structures and Algorithms" is an important subject area in Computer Science that covers more complex and advanced topics related to data structures and algorithms…”
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Phishing detection based Associative Classification data mining Autor Abdelhamid, Neda, Ayesh, Aladdin, Thabtah, Fadi

“…•New structure of the phishing detection approach is developed.•A new AC data mining method that generates multiple labels rules is developed…”
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Analysis of length of hospital stay using electronic health records: A statistical and data mining approach Autor Baek, Hyunyoung, Cho, Minsu, Kim, Seok, Hwang, Hee, Song, Minseok, Yoo, Sooyoung

“… The purpose of this study was to determine which factors are associated with length of hospital stay, based on electronic health records, in order to manage hospital stay more efficiently…”
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A Survey of Uncertain Data Algorithms and Applications Autor Aggarwal, C.C., Yu, P.S.

“… This increases the challenge of mining and managing uncertain data, since the precise behavior of the underlying data is no longer known…”
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Data Mining: Practical Machine Learning Tools and Techniques Autor Witten, Ian H, Frank, Eibe, Hall, Mark A

“…Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world…”
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Anomaly Detection and Complex Event Processing over IoT Data Streams: With Application to EHealth and Patient Data Monitoring Autor Schneider, Patrick, Xhafa, Fatos

“…Anomaly Detection and Complex Event Processing over IoT Data Streams: With Application to eHealth and Patient Data Monitoring presents advanced processing…”
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Big data processing using hybrid Gaussian mixture model with salp swarm algorithm Autor Saravanakumar, R., TamilSelvi, T., Pandey, Digvijay, Pandey, Binay Kumar, Mahajan, Darshan A., Lelisho, Mesfin Esayas

“…) for data processing, the map-reduce programming paradigm for data processing, and query optimization techniques to quickly and effectively extract accurate outcomes from a variety of options…”
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Electronic Communication Fault Signal Recognition Based on Data Mining Algorithm Autor Luo, Jun

“…In order to solve the technical problem of fault signal recognition in the field of communication, this paper proposes an electronic communication fault signal recognition method based on data mining algorithm…”
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PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability Autor Kirby, Jacqueline C, Speltz, Peter, Rasmussen, Luke V, Basford, Melissa, Gottesman, Omri, Peissig, Peggy L, Pacheco, Jennifer A, Tromp, Gerard, Pathak, Jyotishman, Carrell, David S, Ellis, Stephen B, Lingren, Todd, Thompson, Will K, Savova, Guergana, Haines, Jonathan, Roden, Dan M, Harris, Paul A, Denny, Joshua C

“…), an online environment supporting the workflow of building, sharing, and validating electronic phenotype algorithms…”
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Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms Autor Zheng, Bichen, Yoon, Sang Won, Lam, Sarah S.

“…•Malignant and benign tumor abstract patterns are explored by K-SVM respectively.•Similarities of tumors and abstract patterns is used for prediction model…”
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Forest Optimization Algorithm Autor Ghaemi, Manizheh, Feizi-Derakhshi, Mohammad-Reza

“…•Testing FOA in a smooth unimodal function shows its better results than GA and PSO.•FOA improved KNN classifier by feature weighting as a real problem in data mining…”
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Natural language processing of symptoms documented in free-text narratives of electronic health records: a systematic review Autor Koleck, Theresa A, Dreisbach, Caitlin, Bourne, Philip E, Bakken, Suzanne

“…Natural language processing (NLP) of symptoms from electronic health records (EHRs) could contribute to the advancement of symptom science…”
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The improvement of the distributed computing efficiency in cloud–fog environments using data mining and metaheuristic algorithms Autor Mabadifar, Tahmineh, Attarzadeh, Iman, Mahdipour, Ebrahim

“… Task scheduling is an NP-hard problem, and applying data mining methods and metaheuristic algorithms to obtain optimal solutions in a reasonable computing time is a fundamental requirement…”
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Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering Autor Zhang, Chihao, Yang, Yang, Zhou, Wei, Zhang, Shihua

“… To this end, we propose a distributed Bayesian matrix decomposition model(DBMD) for big data mining and clustering…”
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Research on the Processing of Coal Mine Water Source Data by Optimizing BP Neural Network Algorithm With Sparrow Search Algorithm Autor Yan, Pengcheng, Shang, Songhang, Zhang, Chaoyin, Yin, Nini, Zhang, Xiaofei, Yang, Gaokun, Zhang, Zhuang, Sun, Quansheng

“… Therefore, the processing of coal mine water source data is of great significance to prevent mine water inrush accidents…”
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A Comprehensive Survey on Graph Neural Networks Autor Wu, Zonghan, Pan, Shirui, Chen, Fengwen, Long, Guodong, Zhang, Chengqi, Yu, Philip S.

“… The complexity of graph data has imposed significant challenges on the existing machine learning algorithms…”
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Temporal Data Mining Autor Mitsa, Theophano

“…From basic data mining concepts to state-of-the-art advances, this book covers the theory of the subject as well as its application in a variety of fields…”
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