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MULTIWAY DATA-ANALYSIS

  • Multiway data analysis
  • Method of analyzing large data sets

    Multiway data analysis is a method of analyzing large data sets by representing a collection of observations as a multiway array, A ∈ C I 0 × I 1 × … I

    Multiway data analysis

    Multiway_data_analysis

  • Data analysis
  • Exploratory data analysis List of datasets for machine-learning research List of data science software Machine learning Multiway data analysis Qualitative

    Data analysis

    Data_analysis

  • Spatial analysis
  • Techniques to study geometric data

    Rinehart and Winston, NY. R. Coppi & S. Bolasco, eds. (1989), Multiway data analysis, Elsevier, Amsterdam. Cant, R.G. (1971). "Changes in the location

    Spatial analysis

    Spatial analysis

    Spatial_analysis

  • Business intelligence software
  • Application software to read and analyze stored data

    specialists and vendors organized a Multiway Data Analysis Consortium in Rome, where they considered making data management and analytics more efficient

    Business intelligence software

    Business_intelligence_software

  • Tensor rank decomposition
  • Decomposition in multilinear algebra

    Applied multiway data analysis. John Wiley & Sons. PARAFAC Tutorial Parallel Factor Analysis (PARAFAC) FactoMineR (free exploratory multivariate data analysis

    Tensor rank decomposition

    Tensor_rank_decomposition

  • Disjoint-set data structure
  • Data structure for storing non-overlapping sets

    non-persistent algorithm. They do not perform a complexity analysis. Variants of disjoint-set data structures with better performance on a restricted class

    Disjoint-set data structure

    Disjoint-set_data_structure

  • Multiway branch
  • can be implemented as the following:[C example]" "A Superoptimizer Analysis of Multiway Branch Code Generation" by Roger Anthony Sayle switch (x) { /* x

    Multiway branch

    Multiway_branch

  • Merge sort
  • Divide and conquer sorting algorithm

    {\mathcal {O}}\left(p\log(n/p)\log(n)\right)} . Applied on the parallel multiway merge sort, this algorithm has to be invoked in parallel such that all

    Merge sort

    Merge sort

    Merge_sort

  • Powersort
  • Sorting algorithm in Python

    on certain types of input data that contain long runs of sorted elements. Powersort has further been extended to multiway merging, something that was

    Powersort

    Powersort

  • Chi-square automatic interaction detection
  • Decision tree learning technique

    Biggs, De Ville, and Suen. CHAID was used as the data mining technique. It is a technique based on multiway splitting to create discrete groups and understand

    Chi-square automatic interaction detection

    Chi-square_automatic_interaction_detection

  • Chemometrics
  • Science of extracting information from chemical systems by data-driven means

    while the analysis of a table (matrix, or second-order array) of data is routine in several fields, multiway methods are applied to data sets that involve

    Chemometrics

    Chemometrics

  • K-way merge algorithm
  • Sequence merge algorithm in computer science

    In computer science, k-way merge algorithms or multiway merges are a specific type of sequence merge algorithms that specialize in taking in k sorted lists

    K-way merge algorithm

    K-way_merge_algorithm

  • Multiplicative binary search
  • Binary search variation with simplified midpoint calculation

    Data Structure Techniques. Addison-Wesley. pp. 136–141. ISBN 978-0201072563. Sayle, Roger A. (17 June 2008). "A Superoptimizer Analysis of Multiway Branch

    Multiplicative binary search

    Multiplicative binary search

    Multiplicative_binary_search

  • Control table
  • Data table used to control program flow

    programs by rule mask techniques by P. J. H. King A Superoptimizer Analysis of Multiway Branch Code Generation Archived 27 February 2012 at the Wayback Machine

    Control table

    Control table

    Control_table

  • Index mapping
  • November 2015. Sayle, Roger Anthony (June 17, 2008). "A Superoptimizer Analysis of Multiway Branch Code Generation" (PDF). Proceedings of the GCC Developers'

    Index mapping

    Index_mapping

  • Tensor (machine learning)
  • Concept in machine learning

    {\displaystyle i_{v}(1\leq i_{v}\leq I_{V})} may be organized into a data tensor (ie. multiway array) D ∈ R I X × I P × I E × I L × V {\displaystyle {\mathcal

    Tensor (machine learning)

    Tensor_(machine_learning)

  • Parallel external memory
  • processor i primarily works on the segment S i {\displaystyle S_{i}} . The multiway partitioning algorithm (PEM_DIST_SORT) uses a PEM prefix sum algorithm

    Parallel external memory

    Parallel external memory

    Parallel_external_memory

  • Control flow
  • How software progresses through its implementation

    print("yes") else: print("no") In Lisp: (princ (if (plusp a) "yes" "no")) A multiway branch jumps control based on matching values. There is usually a provision

    Control flow

    Control_flow

  • Clifford Clogg
  • American sociologist, demographer, and statistician

    (1984): 762–771. Clogg, Clifford C. "Some models for the analysis of association in multiway cross-classifications having ordered categories." Journal

    Clifford Clogg

    Clifford_Clogg

  • Decision tree learning
  • Machine learning algorithm

    background. In decision analysis, a decision tree can be used to visually and explicitly represent decisions and decision making. In data mining, a decision

    Decision tree learning

    Decision_tree_learning

  • Graph partition
  • Subdivision of vertices into disjoint sets

    K. (2010). "Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA". IEEE Transactions on Pattern Analysis and Machine

    Graph partition

    Graph_partition

  • Founders of statistics
  • including hypothesis generation, experimental design, sampling, data collection, data summarization, estimation, prediction and inference from those results

    Founders of statistics

    Founders_of_statistics

  • StatView
  • Statistics application

    that could be performed and in the power of existing tests. For example, multiway repeated-measures factors could be included in ANOVAs, with the only limit

    StatView

    StatView

  • Journal of Chemometrics
  • Academic journal

    1992, Pages: 267–281, Leardi R, Boggia R, Terrile M. Cited 296 times. Multiway calibration. Multilinear PLS, Volume 10, Issue 1, Jan-Feb 1996, Pages:

    Journal of Chemometrics

    Journal_of_Chemometrics

  • Homogeneity blockmodeling
  • Approach in blockmodeling

    Borgatti, Stephen P.; Everett, Martin G. (1992). "Regular blockmodels of multiway, multimode matrices". Social Networks. 14: 91–120. Generalized blockmodeling

    Homogeneity blockmodeling

    Homogeneity_blockmodeling

  • Andrzej Cichocki
  • Polish computer scientist (born 1947)

    decompositions for signal processing applications: From two-way to multiway component analysis”, coauthored by A. Cichocki, D. Mandic, L De Lathauwer, A.H.

    Andrzej Cichocki

    Andrzej Cichocki

    Andrzej_Cichocki

  • B-tree
  • Tree-based computer data structure

    Vol. 3 (Second ed.). Addison-Wesley. ISBN 0-201-89685-0. Section 6.2.4: Multiway Trees, pp. 481–491. Also, pp. 476–477 of section 6.2.3 (Balanced Trees)

    B-tree

    B-tree

  • Pairing heap
  • Variant of heap data structure

    Daniel Sleator, and Robert Tarjan in 1986. Pairing heaps are heap-ordered multiway tree structures, and can be considered simplified Fibonacci heaps. They

    Pairing heap

    Pairing_heap

  • Tamara G. Kolda
  • American applied mathematician

    Spotlight: Dr. Tamara G. Kolda Presents "Parallel Multiway Methods for Compression of Massive Data and Other Applications"". SuperComputing16. 29 September

    Tamara G. Kolda

    Tamara_G._Kolda

  • Binary search
  • Search algorithm finding the position of a target value within a sorted array

    I use?". Knuth 1998, §5.4.9 ("Disks and Drums"). Knuth 1998, §6.2.4 ("Multiway trees"). Knuth 1998, §6.4 ("Hashing"). Knuth 1998, §6.4 ("Hashing"), subsection

    Binary search

    Binary search

    Binary_search

  • Widest path problem
  • Path-finding using high-weight graph edges

    for deciding the winner of a multiway election, and has been applied to digital compositing, metabolic pathway analysis, and the computation of maximum

    Widest path problem

    Widest path problem

    Widest_path_problem

  • Switch
  • Electrical component that can break an electrical circuit

    polarity. Such switches can also be used as intermediate switches in a multiway switching system for control of lamps by more than two switches. Slide

    Switch

    Switch

    Switch

  • Bin packing problem
  • Mathematical and computational problem

    be enlarged (but should be as small as possible). In contrast, in the multiway number partitioning problem, the number of bins is fixed and their size

    Bin packing problem

    Bin_packing_problem

  • Circuit breaker
  • Automatic circuit protection device

    Introduction to the Design and Analysis of Building Electrical Systems Springer 1993 0442008740 page 86 Hwaiyu Geng, Data Center Handbook, John Wiley &

    Circuit breaker

    Circuit breaker

    Circuit_breaker

  • Balanced number partitioning
  • Balanced number partitioning is a variant of multiway number partitioning in which there are constraints on the number of items allocated to each set.

    Balanced number partitioning

    Balanced_number_partitioning

  • Slot machine
  • Casino gambling machine

    scatter symbols to appear on consecutive reels in order to pay. On some multiway games, scatter symbols still pay in unused areas. Short pay A partial payout

    Slot machine

    Slot machine

    Slot_machine

  • Bruce R. Kowalski
  • American analytical chemist and chemometrician

    (with K. Booksh), multiway methods (with E. Sanchez), heuristics in chemistry (with C. Bender), multi-algorithms in chemistry for “big data” ( > 16 kb)'.

    Bruce R. Kowalski

    Bruce_R._Kowalski

  • Group delay and phase delay
  • Delays experienced through a linear time-invariant system

    Many components of an audio reproduction chain, notably loudspeakers and multiway loudspeaker crossover networks, introduce group delay in the audio signal

    Group delay and phase delay

    Group_delay_and_phase_delay

  • Bothell, Washington
  • City in Washington, United States

    Slager, Melissa (August 23, 2017). "Bothell leans European with its new multiway boulevard". The Everett Herald. Retrieved February 17, 2022. Kunkler, Aaron

    Bothell, Washington

    Bothell, Washington

    Bothell,_Washington

  • Network motif
  • Type of sub-graph

    in which all sub-graphs in random networks are derived. A g-trie is a multiway tree that can store a collection of graphs. Each tree node contains information

    Network motif

    Network motif

    Network_motif

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