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Clusterine
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50 documents available in our comprehensive collection of Clusterine resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Graph Clustering (202109_INTERSPEECH_shun-tak.paper.pdf)
345 KBEN 5 pages
This work proposes an unsupervised neural-based graph clustering approach for discovering variable-length speech representation from unannotated speech data,...
Clustering Algorithm (2013-016.pdf)
778 KBEN 67 pages
The author modifies the notion of density level sets to make them independent of the actual choice of density and proposes an algorithm for estimating the...
Kernel Clustering (syncline.pdf)
4.12 MBEN 47 pages
Kernel spectral clustering is applied to complex networks data, linking synchronization and spectral clustering through the Kuramoto model and linearized...
Clustering Human Trajectories (202112_BigData_hiroki-tan.slides.pdf)
4.06 MBEN 17 pages
Clustering of human movement trajectories is done using distributional representations derived from a bi-directional LSTM network with geographical...
Mixed-Initiative Clustering (thesis_hyifen.pdf)
1.42 MBEN 118 pages
Mixed-initiative clustering is a collaborative task between a user and a machine to analyze a large set of documents, with the hypothesis that both can learn...
Hybrid Clustering Approach (2018123117.pdf)
1.08 MBEN 10 pages
A hybrid clustering approach and Random Rotation Perturbation (RRP) are proposed for privacy-preserving data mining, utilizing k-mean clustering and Ant Colony...
Rural Water Clustering (technical-brief_water-clustering_tanzania_fnl.pdf)
796 KBEN 7 pages
The Clustering in Tanzanian Act (URT 2019) defines clustering as merging two or more water authorities or community organizations into one to achieve...
Adaptive Mean Shift-Based Clustering (MItech-TR-20.pdf)
174 KBEN 11 pages
This report proposes an adaptive mean shift clustering algorithm and demonstrates its application on simulated astronomical data with highly overlapping...
http://empslocal.ex.ac.uk/people/staff/dbs202/publications/2009/vitolo.pdf (vitolo.pdf)
1.01 MBEN 14 pages
This study investigates the clustering of wintertime extra-tropical cyclones in Europe, focusing on the relationship between clustering and cyclone intensity,...
ROCK: A Robust Clustering Algorithm for Categorical Attributes (categorical.pdf)
861 KBEN 10 pages
There is no text to summarize.
Movie Recommender System (2017103105.pdf)
907 KBEN 10 pages
A hybrid collaborative movie recommender system combines Fuzzy C Means clustering with Bat optimization to reduce scalability problems and enhance clustering,...
Logical Fallacies (FallaciesPoster24x36.pdf)
628 KBEN 1 page
1. Clustering illusion: misinterpreting random clusters as causal relationships. 2.
EM Algorithm and Naive Bayes with K-means Clustering (EM.pdf)
98 KBEN 6 pages
The EM Algorithm (2007) by Xiaojin Zhu revisits Naive Bayes, focusing on parameter estimation using Maximum Likelihood Estimation (MLE) and the Expectation-Maximization (EM) procedure. It derives class probabilities π and parameter vectors θ for classification based on training...
https://proceedings.neurips.cc/paper/2020/file/0a5052334511e344f15ae0bfafd47a67-Paper.pdf (0a5052334511e344f15ae0bfafd47a67-Paper.pdf)
1.19 MBEN 11 pages
Researchers propose a spectral clustering algorithm for directed graphs, introducing a complex-valued representation of the graph Laplacian matrix to capture...
PDF (Cai10b.pdf)
1.02 MBEN 24 pages
Researchers probed 1% of the Internet address space to understand how Internet addresses are used, developing clustering and analysis methods to estimate...
Scaling Databases with Vitess (Scaling Databases with Vitess.pdf)
1.83 MBEN 12 pages
Vitess is a database clustering system for horizontal scaling of MySQL, a CNCF graduated project with an Apache 2.0 license, and has contributors from around...
"The Breakup of a Main-Belt Asteroid 450 Thousand Years Ago" (Nesvorny_Vok_Bottke_Science_2006_Datura_breakup.pdf)
86 KBEN 1 page
Researchers used the hierarchical clustering method to identify asteroid families and found a new family, the Datura cluster, consisting of six 1-2.5 km...
دانلود مقاله انگلیسی (7384-English-IranArze.pdf)
1.72 MBEN 16 pages
A survey on clustering algorithms for wireless sensor networks (WSNs) is presented, highlighting their objectives, features, complexity, and comparison based...
Technical Report (Kappes2015a.pdf)
1.1 MBEN 12 pages
Researchers propose a probabilistic correlation clustering approach using perturbed multicuts, enabling the representation of uncertainty in image partitions...
Temperature Control Optimization (doi.org.10.32010.26166127.2022.5.1.94.111.pdf)
1.07 MBEN 18 pages
Researchers propose a method to balance temperature in smart buildings using IoT, slicing technique, and clustering, converting heterogeneous data into...
مقاله انگلیسی (1665044602_F1986-English-e-tarjome.pdf)
522 KBEN 9 pages
This research combines genetic network programming (GNP) and the knapsack problem (KP) to support record clustering in distributed databases, addressing the...
961010.pdf (961010.pdf)
87.63 MBEN 134 pages
Xinren Chen's doctoral thesis, "Vacancy annihilation, clustering, and trapping in aluminum alloys studied by simulations and experiments", was approved at RWTH...
http://www.mit.edu/~9.54/fall14/slides/Class13.pdf (Class13.pdf)
3.08 MBEN 54 pages
Clustering is the organization of unlabeled data into similarity groups called clusters, where a cluster is a collection of data items that are similar between...
Fault Prediction (6504-English-TarjomeFa.pdf)
1 MBEN 5 pages
Researchers applied a Quad Tree-based K-Means clustering algorithm for software fault prediction, using Quad Trees to find initial cluster centers and varying...
Archived (TKDD1304-45.pdf)
8.88 MBEN 29 pages
Researchers propose a Lifestyle-Based Clustering (LBC) scheme to group mobile phone users by their mobility behavioral patterns, analyzing trajectories of...
DOI 10.17148/IARJSET.2016.3510 (IARJSET 10.pdf)
125 KBEN 3 pages
Document clustering is applied to textual documents for authorship analysis, using techniques such as k-means algorithm to group similar documents together,...
KATA 2.0 Updates (kaspersky-anti-targeted-attack-platform-what-is-new-datasheet.pdf)
199 KBEN 4 pages
KATA 2.0 features integration with Kaspersky Secure Mail Gateway, a redesigned web interface, sandbox clustering, and VMware ESXi support.
Caltech News (Issue_11.pdf)
1.68 MBEN 8 pages
Caltech researchers develop a computer model of Titan's atmosphere and methane cycle, explaining puzzling features such as methane lakes clustering around the...
A geodesic distance and local smoothing based clustering algorithm to utilize embedded geometric structures in high dimensional (siam03.pdf)
1.07 MBEN 15 pages
A method utilizing embedded geometric structure is proposed to enhance clustering, combining local linear projection (LLP) and geodesic distance computation to...
300-710 PDF Version Demo (300-710.pdf)
169 KBEN 4 pages
It provides five questions with answers and explanations, covering topics such as Cisco FTD clustering, high availability, inline set properties, deploying...
SUSE HA for SAP HANA (BP-1351-SD20_SUSE_High_Availability_for_SAP_HANA_Tales_from_the_real_world_tips_tricks_and_troubleshooting.pdf)
4.38 MBEN 25 pages
SUSE High Availability for SAP HANA combines in-memory database technology with an industry-leading open source high availability clustering system to...
Triangle Counting Algorithms (f2a940_cd4c9fa9c4be4b299c8144761310af49.pdf)
370 KBEN 8 pages
The authors propose two MapReduce algorithms for counting triangles in a graph to compute clustering coefficients, achieving a 10-100 speedup over the naive...
Télécharger le fichier (455531_1_En_21_Chapter.pdf)
1.23 MBEN 15 pages
The authors use a time series clustering model combining social network analysis (SNA) and technical metrics to identify patterns in contributor engagement and...
Paper PDF (Shin_Local_Connectivity-Based_Density_Estimation_for_Face_Clustering_CVPR_2023_paper.pdf)
1.67 MBEN 9 pages
The proposed method employs density-based clustering, which maintains edges with higher density, and uses a reliable density estimation algorithm based on...
electronic edition @ ceur-ws.org (open access) (paper_1.pdf)
2.29 MBEN 8 pages
D2R2 uses Expectation-Maximization (EM) clustering to determine relocation zones at runtime, recalculating zones at each decision step and assigning relative...
Course_scheduleSilviacolumbu (Course_scheduleSilviacolumbu.pdf)
327 KBEN 2 pages
This course introduces finite mixture models and latent class analysis, covering theoretical and practical aspects, including model-based clustering, maximum...
VM Migration Optimization (2019123119.pdf)
403 KBEN 8 pages
This research proposes using Fuzzy C-Means clustering to select virtual machines (VMs) for migration in cloud data centers to reduce energy consumption.
Web Archive Capture PDF (14.0 MB) (09638348.pdf)
13.31 MBEN 13 pages
A novel multi-sensor deep clustering algorithm is proposed for joint processing of multi-source imaging data, inspired by autoencoder-based networks, combining...
COVID-19 Breakthrough Case Investigation (Information-for-laboratories-COVID-vaccine-breakthrough-case-investigation.pdf)
227 KBEN 2 pages
COVID-19 vaccine breakthrough case investigation involves identifying SARS-CoV-2 infections among vaccinated individuals to detect trends or clustering.
Machine Learning (regressionnew.pdf)
6.38 MBEN 50 pages
Machine Learning categories include Unsupervised, Supervised, and Reinforcement Learning. These involve clustering, density estimation, and discriminative or generative models. Learning occurs from a training data set.
Instance Segmentation via Instance Categories: A Simple and Flexible Framework (1912.04488v1.pdf)
8.85 MBEN 10 pages
A novel, simple approach to instance segmentation that categorizes pixels based on instance location and size, eliminating the need for complex "detect-then-segment" or clustering methods. This method significantly simplifies the task by introducing "instance categories.
FLOC Analysis (14222cnc02.pdf)
1.19 MBEN 21 pages
Hesitant Fuzzy Linguistic Term Set analysis is applied to energy harvesting opportunistic clustering.
Relative thermal entropy and RF energy transfer are utilized to improve network lifetime.
This approach enhances Wireless Sensor Networks' sustainability.
Unsupervised Learning (80823v00_machine_learning_section3_ebook_v05.pdf)
1.18 MBEN 15 pages
Unsupervised learning is useful for exploring data without a specific goal, reducing data dimensions, and discovering information.
https://doi.org/10.46620/21-0068 (RSL21-0068-final.pdf)
307 KBEN 4 pages
This article presents a processing chain for multitarget tracking in an indoor scenario using a Texas Instruments IWR6843 radar development kit.
View the poster (stamparmojca_100552_31422461_Stampar-MORE-poster-1.pdf)
521 KBEN 1 page
Alternative promoter usage generates different transcripts by selecting different transcription start sites (TSS) upstream of a gene, leading to diverse...
Download (16Mb) (adli.pdf)
16.22 MBEN 252 pages
Mohd Adli Bin Md Ali's PhD thesis explores the development and usage of Self-Organizing Maps (SOM) in high energy physics analysis with high performance...
N-Tier Scalability (webmaniacs-2008-jh-van-dieten-n-tier-coldfusion-final.pdf)
716 KBEN 38 pages
N-tier ColdFusion scalability presentation by Jochem van Dieten, a ColdFusion developer and Adobe Community Expert, covering topics such as server...
Linear Algebra (vmls.pdf)
7.47 MBEN 473 pages
The book "Introduction to Applied Linear Algebra" by Stephen Boyd and Lieven Vandenberghe covers topics such as vectors, linear functions, norm and distance,...
Chinese Word Sense Induction (W10-4165.pdf)
86 KBEN 5 pages
This paper describes a system for Chinese word sense induction that extracts triplets for a target word, uses the intersection of related words from the...
PDF (JTDH-2016_Ostrogonac-et-al_The-Use-of-Semantic-Word-Classes-in-Document-Classification.pdf)
929 KBEN 2 pages
Document classification and topic modeling are challenging in natural language processing and information retrieval, especially for under-resourced languages.
Popular Keywords
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