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Networks with multiple kinds of relations
In network theory, multidimensional networks, a special type of multilayer network, are networks with multiple kinds of relations. Increasingly sophisticated
Multidimensional_network
American sociologist (born 1951)
sociology, network science and multidimensional networks. In 2017 Wasserman launched the Master's program 'Applied statistics with Network Analysis' at
Stanley_Wasserman
Network with non-trivial topological features
networks Multidimensional network Network theory Network science Percolation theory Random graph Random graph theory of gelation Scale-free networks Small
Complex_network
Class of artificial neural networks
Graph neural networks (GNNs) are artificial neural networks designed for tasks whose inputs are graphs. Because graphs usually do not have a canonical
Graph_neural_network
Capability of systems to maintain homeostasis
hierarchy and network of traits endowed by nature and shaped by natural selection. Homeostatic capacity comprises a multidimensional network of traits and
Homeostatic_capacity
Class of artificial neural network
Jürgen (2009). "Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks" (PDF). Advances in Neural Information Processing Systems
Recurrent_neural_network
Set of related ordination techniques used in information visualization
Multidimensional scaling (MDS) is a means of visualizing the level of similarity of individual cases of a data set. MDS is used to translate distances
Multidimensional_scaling
Arrangement of a communication network
some ways to a grid network, where a linear or ring topology is used to connect systems in multiple directions. A multidimensional ring has a toroidal
Network_topology
Analysis of social structures using network and graph theory
(2008). "SIM: A dynamic multidimensional visualization method for social networks". PsychNology Journal. 6 (3): 291–320. "Network Analysis and Modeling
Social_network_analysis
Branch of machine learning
Jürgen (2008). "Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks". Advances in Neural Information Processing Systems. 21
Deep_learning
Psychological measurement instrument
The Multidimensional Scale of Perceived Social Support (MSPSS) is a widely used psychological measurement instrument to assess an individual's perceived
Multidimensional Scale of Perceived Social Support
Multidimensional_Scale_of_Perceived_Social_Support
Graph with multiple edges between two vertices
different from the notion given by the article graph labeling). Multidimensional network Glossary of graph theory terms Graph theory For example, see Balakrishnan
Multigraph
Academic field
} Multilayer networks are networks with multiple kinds of relations. Attempts to model real-world systems as multidimensional networks have been used
Network_science
In graph theory, edges incident/directed between the same vertices
electrical networks, from a graph theoretical point of view. Additionally, they constitute the core differentiating feature of multidimensional networks. A planar
Multiple_edges
Classification of Artificial Neural Networks (ANNs)
Schmidhuber, J. (2009). Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks (PDF). Advances in Neural Information Processing Systems
Types of artificial neural networks
Types_of_artificial_neural_networks
American mathematician
community structure in multidimensional networks, dynamical systems, granular material, topological data analysis, and social network analysis. His collaborators
Mason_Porter
Concept in graph theory
These methods can be extended to consider multidimensional networks, for instance when we are dealing with networks having nodes with different types of links
Community_structure
British linguist
self-concept is perhaps best conceived of as a complex, multilayered, multidimensional network of interrelated self-beliefs. Mercer has published in several major
Sarah_Mercer
Concept in developmental literature
incorporate all kinds of network configuration. Adopting clear network perspective allows to embrace the complexity of multidimensional layers of production
Global_production_network
Field of scientific philosophy and methodology
Interactional expertise Interdisciplinarity Multidisciplinary Multidimensional network Transdisciplinary Global brain "About INSciTS". www.inscits.org
Science_of_team_science
Type of artificial neural network
neural networks have been trained to recognize images. Complex-Valued Oscillatory network has also been shown to store and retrieve multidimensional aperiodic
Oscillatory_neural_network
Graph representation in quantum mechanics
applications including multidimensional integration, partial differential equations, partition functions and matrix product operators. Tensor network contraction
Tensor_network
Type of artificial neural network
Hinton's original idea one minicolumn would represent and detect one multidimensional entity. An invariant is an object property that does not change as
Capsule_neural_network
Theory in second language acquisition
self-concept is perhaps best conceived of as a complex, multilayered, multidimensional network of interrelated self-beliefs. Complexity Dynamic Systems Theory
Complex dynamic systems theory
Complex_dynamic_systems_theory
Digital processing technique
Parallel multidimensional digital signal processing (mD-DSP) is defined as the application of parallel programming and multiprocessing to digital signal
Parallel multidimensional digital signal processing
Parallel_multidimensional_digital_signal_processing
Intelligence in machines
Peter, Jochen (2023). "Anthropomorphism in human–robot interactions: a multidimensional conceptualization". Communication Theory. 33 (1): 42–52. doi:10.1093/ct/qtac020
Artificial_intelligence
Group of sympatric species with similar ecological function
"FunctionInk: An efficient method to detect functional groups in multidimensional networks reveals the hidden structure of ecological communities". Methods
Guild_(ecology)
Mathematical operation in signal processing
In signal processing, multidimensional discrete convolution refers to the mathematical operation between two functions f and g on an n-dimensional lattice
Multidimensional discrete convolution
Multidimensional_discrete_convolution
extended for multidimensional signal processing as well. This article introduces a few methods for wavelet synthesis and analysis for multidimensional signals
Wavelet for multidimensional signals analysis
Wavelet_for_multidimensional_signals_analysis
American academic
book chapters Ognyanova, K., & Monge, P. (2013). A Multilevel, Multidimensional Network Model of the Media System: Production, Content, and Audiences.
Peter_Monge
Primary tenets
Metafunction). Thus, what he refers to as the multidimensional architecture of language "reflects the multidimensional nature of human experience and interpersonal
Systemic_functional_grammar
Analysis of datasets using techniques from topology
platform. Multidimensional persistence is important to TDA. The concept arises in both theory and practice. The first investigation of multidimensional persistence
Topological_data_analysis
American actor (born 1949)
dallasnews.com. Porter, Charlotte (July 6, 1985). "PHILIP MICHAEL THOMAS : MULTIDIMENSIONAL MAN OF TV'S 'MIAMI VICE'". Los Angeles Times. Retrieved March 24, 2016
Philip_Michael_Thomas
Organizational theory
P. M. (2011). Network Theory| Multidimensional Networks and the Dynamics of Sociomateriality: Bringing Technology Inside the Network. International Journal
Sociomateriality
Subset of artificial intelligence
low-dimensional representations directly from tensor representations for multidimensional data, without reshaping them into higher-dimensional vectors. Deep
Machine_learning
2023 armed incursions and massacres in Israel
who was killed near Kerem Shalom; Colonel Roi Levy, commander of the Multidimensional "Ghost" unit, who was killed near kibbutz Re'im; and Lieutenant Colonel
October_7_attacks
Type of network topology
Hypercube networks consist of 2m nodes, which form the vertices of squares to create an internetwork connection. A hypercube is basically a multidimensional mesh
Hypercube internetwork topology
Hypercube_internetwork_topology
Algorithm for finding zeros of functions
Borůvka Prim Kruskal Shortest path Bellman–Ford SPFA Dijkstra Floyd–Warshall Network flows Dinic Edmonds–Karp Ford–Fulkerson Push–relabel maximum flow Metaheuristics
Newton's_method
American internet radio platform
1, 2021) "Timberwolves, Lynx and iHeartMedia Minneapolis Announce Multidimensional Streaming and Radio Partnership" (Press release). NBA. September 27
IHeartRadio
Approach that considers language as a social semiotic system
available in any language variety using its representation tool of a "system network". Functional signifies the proposition that language evolved under pressure
Systemic functional linguistics
Systemic_functional_linguistics
Machine learning technique useful for dimensionality reduction
doi:10.1016/j.eswa.2011.04.210. Zheng, G.; Vaishnavi, V. (2011). "A Multidimensional Perceptual Map Approach to Project Prioritization and Selection". AIS
Self-organizing_map
Class of neural models based on model of a cat's visual cortex
motion detection, region growing, image denoising and image enhancement Multidimensional pulse image processing of chemical structure data using PCNN has been
Pulse-coupled_networks
Algebraic object with geometric applications
levels of abstraction. A tensor may be represented as a (potentially multidimensional) array. Just as a vector in an n-dimensional space is represented by
Tensor
Type of neural network output and associated scoring function
Jürgen (2009). "Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks". In Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L
Connectionist temporal classification
Connectionist_temporal_classification
1998 television anime series
show the audience – and particularly viewers between 14 and 15—"the multidimensional wavelength of the existential self: the relationship between self and
Serial_Experiments_Lain
Deep learning library
class called Tensor (torch.Tensor) to store and operate on homogeneous multidimensional rectangular arrays of numbers. PyTorch supports various sub-types of
PyTorch
Country in North America
original (PDF) on 21 October 2013. Retrieved 31 March 2012. "Pobreza multidimensional 2024. Presentación de resultados" (PDF). INEGI. 13 August 2025. Retrieved
Mexico
S2CID 27054443. Gilman RT, Nuismer SL, Jhwueng DC (March 2012). "Coevolution in multidimensional trait space favours escape from parasites and pathogens". Nature. 483
Evolving digital ecological network
Evolving_digital_ecological_network
Type of probability distribution
conditional independence relations can be represented with a Bayesian network or copula functions. When two or more random variables are defined on a
Joint probability distribution
Joint_probability_distribution
2006 film by Alejandro González Iñárritu
Iñárritu weaves four of their woeful stories into this mature and multidimensional film." At Metacritic, the film received a weighted average score of
Babel_(2006_film)
Projection of data onto lower-dimensional manifolds
University of Oxford. Venna, J.; Kaski, S. (2006). "Local multidimensional scaling". Neural Networks. 19 (6–7): 889–899. doi:10.1016/j.neunet.2006.05.014.
Nonlinear dimensionality reduction
Nonlinear_dimensionality_reduction
Estimate object properties from a finite number of projections
Tomographic reconstruction is a type of multidimensional inverse problem where the challenge is to yield an estimate of a specific system from a finite
Tomographic_reconstruction
Technique for the generative modeling of a continuous probability distribution
(t)}}dW_{t}} where W t {\displaystyle W_{t}} is a Wiener process (multidimensional Brownian motion). Now, the equation is exactly a special case of the
Diffusion_model
American composer (born 1961)
been pioneering the compositional use of scaled & desynchronized multidimensional networks in order to unlock nonlinear phenomenon inherent in mechanical
Michael_Edward_Edgerton
clustering and multidimensional scaling are two such methods. Network scaling represents another method based on graph theory. Pathfinder networks are derived
Pathfinder_network
Technique used in signal processing and data compression
a DCT of overlapping data. Multidimensional DCTs (MD DCTs) are developed to extend the concept of DCT to multidimensional signals. A variety of fast algorithms
Discrete_cosine_transform
File format for scientific data
NetCDF (Network Common Data Form) is a set of software libraries and self-describing, machine-independent data formats that support the creation, access
NetCDF
Publication ranking national happiness based on respondent ratings of their lives
in partnership with Gallup, the UN Sustainable Development Solutions Network, and an independent editorial board. The editorial board consists of the
World_Happiness_Report
Country in South America
below the poverty line, of which 7.4% were in "extreme poverty". The multidimensional poverty rate stands at 17.0 percent of the population. The Government
Colombia
American film and television actor (born 1965)
and co-star Mare Winningham for delivering "surprisingly textured, multidimensional performances". Sheen's subsequent Charles roles included the crime
Charlie_Sheen
Ranking of the world scientist
science-wide author databases of standardized citation indicators is a multidimensional ranking of the world's scientists produced since 2015 by a team of
Science-wide author databases of standardized citation indicators
Science-wide_author_databases_of_standardized_citation_indicators
American business theorist
Leonardi, P. M. (2011). Multidimensional Networks and the Dynamics of Sociomateriality: Bringing Technology Inside the Network. International Journal of
Paul_Leonardi
Concept in machine learning
a multilinear (tensor) transformation. Data may be organized in a multidimensional array (M-way array), informally referred to as a "data tensor"; however
Tensor_(machine_learning)
most on mobiles: NSSO". India Today. Retrieved 13 September 2021. "MULTIDIMENSIONAL POVERTY IN INDIA SINCE 2005-06" (PDF). Niti Aayog. 1 January 2024.
List of Indian states and union territories by poverty rate
List_of_Indian_states_and_union_territories_by_poverty_rate
Bärwaldt, Erik (2020). "Collaborative online office solutions". Admin Network and Security. ADMIN 60/2020. Spreadsheet, Tiki. The KOffice Project, archived
List_of_spreadsheet_software
Cohort born from 1981 to 1996
exist. The study looked at 1,860 participants who had completed the Multidimensional Work Ethic Profile (MWEP), a survey aimed at measuring identification
Millennials
Multidimensional digital pre-distortion (MDDPD), often referred to as multiband digital pre-distortion (MBDPD), is a subset of digital predistortion (DPD)
Multidimensional digital pre-distortion
Multidimensional_digital_pre-distortion
Simultaneous conflicting beliefs or feelings
perspectives previously mentioned. Conceptually the multidimensional model can be thought of as a network of attitudinal hubs which form a web of contributions
Ambivalence
Country in the Caribbean
764 in 2021. The same United Nations agency estimated the country's Multidimensional Poverty Index of 0.003 in 2023. In 2005, Cuba had exports of US$2.4
Cuba
Mental illness with multiple personality states
heat of past DID controversies has diminished some with the rise of multidimensional models of psychopathology". People with dissociative identity disorder
Dissociative identity disorder
Dissociative_identity_disorder
Database migration software
used to automate maintenance of SQL Server databases and updates to multidimensional cube data. First released with Microsoft SQL Server 2005, SSIS replaced
SQL Server Integration Services
SQL_Server_Integration_Services
Topics referred to by the same term
image Multidimensional scaling, a means of visualizing the level of similarity of individual cases of a dataset Scalability, a computer or network's ability
Scaling
Country in East Africa
2024. Briefing note for countries on the 2024 Multidimensional Poverty Index. 2023 Global Multidimensional Poverty Index (MPI): Unstacking global poverty:
Kenya
India conglomerate
Kalanjali". Kalanjali. Retrieved 26 October 2025. "About Ramoji Group –A multidimensional company-Hyderabad-India". RAMOJI ACADEMY. Retrieved 26 October 2025
Ramoji_Group
Theory of brain function
proposed that intrinsic multidimensional central nervous system space could be described and modeled by an extrinsic network of tensors that together
Tensor_network_theory
Spanish physicist
investigate the structure and dynamics of networks, in particular to multidimensional networks. His contributions span a wide range of disciplines ranging from
Jesús_Gómez-Gardeñes
Country in Southeast Africa
"Constitution of Zimbabwe Amendment (No. 17) Act, 2005". kubatana.net. NGO Network Alliance Project. 16 September 2005. Archived from the original on 27 September
Zimbabwe
Dictator of Italy from 1922 to 1943
Publishing. p. 177. ISBN 9781468505894. Retrieved 1 August 2026. "Multidimensional Relations Between Italy And Albania". Ital Coop Albania. Retrieved
Benito_Mussolini
global Multidimensional Poverty Index (MPI) values within 15 years (2005–06 to 2019–21), with an estimated 415 million people exiting multidimensional poverty
Economy_of_India
Australian actress
Retrieved 7 September 2019. "CHARLOTTE NICDAO TALKS ABOUT HER COMPLEX AND MULTIDIMENSIONAL ROLE AND FILMING SEASON 2 OF MYTHIC QUEST ON APPLE TV+ DURING A GLOBAL
Charlotte_Nicdao
American actor and writer
2024). "Like his character Isaac in 'Ghosts,' Brandon Scott Jones is multidimensional". Los Angeles Times. Retrieved September 25, 2025. "Shannon O'Neill
Brandon_Scott_Jones
Ongoing international incident
Archived from the original on 27 December 2024. Retrieved 4 August 2026. "Multidimensional inequality Fact sheet: Morocco" (PDF). United Nations Economic and
2026_Ceuta_migrant_crisis
American psychologist (1928–1971)
computer, the Electronic Profile Analyzing Computer (EPAC), to perform multidimensional analysis for psychometrics. He used it between 1951 and 1953 to analyze
Frank_Rosenblatt
Python library for numerical programming
optimization. NumPy addresses the slowness problem partly by providing multidimensional arrays and functions and operators that operate efficiently on arrays;
NumPy
Mathematical transform that expresses a function of time as a function of frequency
Fourier-related transforms Mellin transform – Mathematical operation Multidimensional transform – Mathematical analysis of frequency content of signals NGC
Fourier_transform
International Alert. p. 29. Retrieved 2012-08-15. Fotopoulos, Takis, The Multidimensional Crisis and Inclusive Democracy. (Athens: Gordios, 2005). (English translation
List_of_forms_of_government
American electrical engineer and professor
Directions and Open Problems, Neural Networks Fundamentals: with Graphs, Algorithms, and Applications, and Multidimensional Systems Theory and Applications
Nirmal_Bose
Visual analogy for political or ideological positions
and the like. Stoetzer, Lukas F.; Zittlau, Steffen (1 July 2015). "Multidimensional Spatial Voting with Non-separable Preferences". Political Analysis
Political_spectrum
Country in East Africa
2015/2016, 57.1 percent of the population is considered affected by multidimensional poverty. Tanzania's 2013 Global Hunger Index was worse than any other
Tanzania
Organized collection of data in computing
be acted on right away. A spatial database can store the data with multidimensional features. The queries on such data include location-based queries,
Database
British black comedy-drama thriller television series (2018–2022)
2018, the magazine's Judy Berman writing that "the characters were multidimensional but incomplete, their mutual obsession fueled by the sense that each
Killing_Eve
Desirable level of functional or metabolic efficiency of a living being
definitions which have been used for different purposes over time and is a multidimensional concept. It commonly refers to physical and emotional well-being. Good
Health
Involutive change of basis in linear algebra
discrete Fourier transforms (DFTs), and is in fact equivalent to a multidimensional DFT of size 2 × 2 × ⋯ × 2 × 2. It decomposes an arbitrary input vector
Hadamard_transform
Software for working with quantitative decision models
to visually create and view models, intelligent arrays to work with multidimensional data, Monte Carlo simulation to analyze risk and uncertainty, and optimization
Analytica_(software)
Set of file formats
Group. It supports a proliferation of different data models, including multidimensional arrays, raster images, and tables. Each defines a specific aggregate
Hierarchical_Data_Format
Country in Southern Africa
As of an estimate in 2018, 47.9% of the population is affected by multidimensional poverty. The Common Market for Eastern and Southern Africa (COMESA)
Zambia
which is dependent on context. Poverty is widely understood to be multidimensional, comprising social, natural and economic factors situated within wider
Measuring_poverty
Country in East Africa
most recent data from 2019, 68.7% of the population is affected by multidimensional poverty and an additional 18.4% are vulnerable to it. With a focused
Ethiopia
Extensional term for information technology
integration of ICT and data analytics into the accounting curriculum: A multidimensional perspective". Accounting & Finance. 63 (4): 4037–4063. doi:10.1111/acfi
Information and communications technology
Information_and_communications_technology
Recurrent neural network architecture
J. Schmidhuber. Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks. Advances in Neural Information Processing Systems 22
Long_short-term_memory
travel, tourism, insurance
MULTIDIMENSIONAL NETWORK
MULTIDIMENSIONAL NETWORK
MULTIDIMENSIONAL NETWORK
MULTIDIMENSIONAL NETWORK
MULTIDIMENSIONAL NETWORK
MULTIDIMENSIONAL NETWORK
MULTIDIMENSIONAL NETWORK
MULTIDIMENSIONAL NETWORK
MULTIDIMENSIONAL NETWORK
travel, tourism, insurance