Suchergebnisse - Clustering-mining methods and algorithms*

An incremental clustering scheme for data de-duplication von Costa, Gianni, Manco, Giuseppe, Ortale, Riccardo

“… We propose an incremental technique for discovering duplicates in large databases of textual sequences, i.e., syntactically different tuples, that refer to the …”
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RETRACTION: An Improved Differential Bond Energy Algorithm With Fuzzy Merging Method to Improve the Document Clustering for Information Mining

“… RETRACTION: S. Tejasree and B. Chandra Mohan, “An Improved Differential Bond Energy Algorithm With Fuzzy Merging Method to Improve the Document Clustering for Information Mining …”
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A novel graph clustering method with a greedy heuristic search algorithm for mining protein complexes from dynamic and static PPI networks von Wang, Rongquan, Wang, Caixia, Liu, Guixia

“… algorithm for mining protein complexes using a new clustering model in dynamic and static weighted PPI networks (named MPC-C …”
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A STUDY OF COMPARING CONCEPTUAL AND PERFORMANCE OF K-MEANS AND FUZZY C MEANS ALGORITHMS (CLUSTERING METHOD OF DATA MINING) OF CONSUMER SEGMENTATION von Sinambela, Yunita, Herman, Sukrina, Takwim, Ahsani, Widianto, Septian Rheno

“… Consumers an important asset in a company that should be maintained properly especially potential customers. Tight competition requires companies to focus on …”
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Diversified Clustering Methods and Algorithms in Data Mining used for Document Representation von Jorvekar, Priti Prakash, Shardanand Prasad, Rajesh, Prasad, Jayashree Rajesh

“… In this paper will see various clustering methods, qualities of good clusters with various Algorithms used on ground of Data mining …”
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COVID19 Drug Repository: text-mining the literature in search of putative COVID19 therapeutics von Tworowski, Dmitry, Gorohovski, Alessandro, Mukherjee, Sumit, Carmi, Gon, Levy, Eliad, Detroja, Rajesh, Mukherjee, Sunanda Biswas, Frenkel-Morgenstern, Milana

“… Abstract The recent outbreak of COVID-19 has generated an enormous amount of Big Data. To date, the COVID-19 Open Research Dataset (CORD-19), lists ∼130,000 …”
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An improved differential bond energy algorithm with fuzzy merging method to improve the document clustering for information mining von Tejasree, S., Chandra Mohan, B.

“… By organizing documents into cohesive groupings, a document clustering method is a suitable tool for dealing with massive amounts of documents …”
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RETRACTED: An improved differential bond energy algorithm with fuzzy merging method to improve the document clustering for information mining von Tejasree, S., Chandra Mohan, B.

“… By organizing documents into cohesive groupings, a document clustering method is a suitable tool for dealing with massive amounts of documents …”
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Analysis on Network Clustering Algorithm of Data Mining Methods Based on Rough Set Theory von Ye Xiao-rong

“… which has partial ordering relation. Thus it has carried on the decision rule mining dynamically. The results show that the data mining method based on rough set theory …”
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Analytical methods for identifying sequences of utilization in health data: a scoping review von Flothow, Amelie, Novelli, Anna, Sundmacher, Leonie

“… This scoping review provides an overview of the algorithms and methods that have been used to identify care pathways from healthcare utilization data …”
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Data partitioning and association mining for identifying VRF energy consumption patterns under various part loads and refrigerant charge conditions von Li, Guannan, Hu, Yunpeng, Chen, Huanxin, Li, Haorong, Hu, Min, Guo, Yabin, Liu, Jiangyan, Sun, Shaobo, Sun, Miao

“… the power consumption patterns and associations. Two descriptive data mining algorithms, clustering analysis and association rules mining, are used for data partitioning and association mining …”
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Analyzing and Optimizing ANT-Clustering Algorithm by Using Numerical Methods for Efficient Data Mining von Rahman, Md. Asikur

“… Clustering analysis is an important function of data mining. There are various clustering methods in Data Mining …”
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Clustering Mining Method of College Students’ Physical Exercise Behavior Characteristics Based on Ant Colony Algorithm von Wang, Shuo

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Adjustment Method of College Students' Mental Health Based on Data Analysis Under the Background of Positive Psychology von Yang, Sibo, Lin, Lin, Zhang, Xue

“… This research explores adjustment methods for college students' mental health based on virtual reality under the background of positive psychology …”
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Learning consensus and complementary bipartite graph through orthogonal transformation for multi-view subspace clustering von Li, Xiangli, Wei, Jiafeng, Xie, Tengchi

“… the mining of consensus and complementarity information among multiple views.•The method proposed in this paper does not require the self-representation matrix of each …”
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An efficient protein complex mining algorithm based on Multistage Kernel Extension von Shen, Xianjun, Zhao, Yanli, Li, Yanan, He, Tingting, Yang, Jincai, Hu, Xiaohua

“… ) method and markov clustering (MCL) algorithm, have developed for protein-protein interaction network …”
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Leveraging big data analytics in 5G‐enabled IoT and industrial IoT for the development of sustainable smart cities von Mukherjee, Suprakash, Gupta, Shashank, Rawlley, Oshin, Jain, Siddhant

“… There has been an exponential growth in the number of low‐cost heterogeneous sensor devices that are connected to the internet in the existing infrastructure …”
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An improved hierarchical clustering method based on the k‐NN and density peak clustering von Shi, Zhicheng, Guo, Renzhong, Zhao, Zhigang

“… Clustering is one of the most prevalent and important data mining algorithms ever developed …”
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Modeling and short-term prediction of HVAC system with a clustering algorithm von Tang, Fan, Kusiak, Andrew, Wei, Xiupeng

“… •A clustering method is proposed to improve prediction accuracy.•Significant improvement in accuracy is obtained with proposed method …”
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Probing genetic algorithms for feature selection in comprehensive metabolic profiling approach von Zou, Wei, Tolstikov, Vladimir V.

“… ) and clustering, and supervised methods, such as classification, were used for data mining. Genetic algorithms (GA …”
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