A heuristic approach for finding similarity indexes of multivariate data sets

QR Code

A heuristic approach for finding similarity indexes of multivariate data sets

Multivariate data sets (MDSs), with enormous size and certain ratio of noise/outliers, are generated routinely in various application domains. A major issue, tightly coupled with these MDSs, is how to compute their similarity indexes with available resources in presence of noise/outliers - which is...

Full description

Bibliographic Details
Main Authors:	Khan, Rahim, Zakarya, Muhammad, Khan, Ayaz Ali, Ur Rahman, Izaz, Abd Rahman, Mohd Amiruddin, Abdul Karim, Muhammad Khalis, Mustafa, Mohd Shafie
Format:	Article
Language:	English
Published:	Institute of Electrical and Electronics Engineers 2020
Online Access:	http://psasir.upm.edu.my/id/eprint/87601/ http://psasir.upm.edu.my/id/eprint/87601/1/ABSTRACT.pdf

Similar Items

A migration aware scheduling technique for real-time aperiodic tasks over multiprocessor systems
by: Abd Rahman, Mohd Amiruddin, et al.
Published: (2019)

Monitoring of Mineral Processing Operations based on Multivariate Similarity Indices
by: Auret, L., et al.
Published: (2011)

Spontaneous evaluations: similarities and differences between the affect heuristic and implicit attitudes
by: Spence, Alexa, et al.
Published: (2008)

Similarities and differences of metal distributions in the tissues of molluscs by using multivariate analyses
by: Yap, Chee Kong, et al.
Published: (2010)

Top-down Heuristic for Finding Optimal Grain Size of Parallel Tasks
by: Mohd Saman, Md. Yazid, et al.
Published: (1995)

Publishing RIGS findings in WOS/SCOPUS indexed journals
by: Sahrir, Muhammad Sabri
Published: (2017)

A novel computer-aided multivariate water quality index
by: Siong, Fong Sim, et al.
Published: (2015)

Index-based placement and distributed generation sizing based on heuristic search
by: N. Z., Mohd Ali, et al.
Published: (2011)

Evaluating keyphrase extraction algorithms for finding similar news articles using lexical similarity calculation and semantic relatedness measurement by word embedding
by: Sarwar, Talha, et al.
Published: (2022)

Heuristic-based multi-scale control procedure of simultaneous multi-loop PID tuning for multivariable processes
by: Nandong, Jobrun
Published: (2015)

Analysing fuzzy sets through combining measures of similarity and distance
by: McCulloch, Josie, et al.
Published: (2014)

A bidirectional subsethood based similarity measure for fuzzy sets
by: Kabir, Shaily, et al.
Published: (2018)

A Heuristic Approach To The Index Tracking Problem: A Case Study Of The Tehran Exchange Price Index
by: Varsei, Mohsen, et al.
Published: (2013)

Human gait recognition and classification using similarity index for various conditions
by: Makhdoomi, Nahid A., et al.
Published: (2013)

Human gait recognition and classification using similarity index for various conditions
by: Makhdoomi, Nahid A., et al.
Published: (2013)

Temporal video quality assessment method involving structural similarity index
by: Loh, Woei-Tan, et al.
Published: (2016)

Vegetation–edaphic correlation and importance value index in Himalayan ‘ecotone’ temperate conifer forest using the multivariate technique
by: Ali, F., et al.
Published: (2024)

Obesity as Assessed by Body Adiposity Index and Multivariable Cardiovascular Disease Risk
by: Dhaliwal, Satvinder, et al.
Published: (2014)

Portfolio single index (PSI) multivariate conditional and stochastic volatility models
by: Asai, M., et al.
Published: (2008)

Finding Selection Sets for LL (1) Grammar with Game-Based Learning
by: Maarof, Haziq Iqbal, et al.
Published: (2020)

Fast-and-frugal heuristics for decision-making in uncertain and complex settings in construction
by: Love, Peter, et al.
Published: (2023)

Deep-piRNA: bi-layered prediction model for PIWI-interacting RNA using discriminative features
by: Salman Khan, et al.
Published: (2022)

Novel methods of measuring the similarity and distance between complex fuzzy sets
by: McCulloch, Josie C.
Published: (2016)

Similarity measure for retrieval of question items with multi-variable data sets
by: Che Hassan, Siti Hasrinafasya
Published: (2008)

Extending similarity measures of interval type-2 fuzzy sets to general type-2 fuzzy sets
by: McCulloch, Josie, et al.
Published: (2013)

Statistical method for finding outliers in multivariate data using a boxplot and multiple linear regression
by: Theeraphat Thanwiset,, et al.
Published: (2023)

Frequency-based similarity measure for multimedia recommender systems
by: Rehman, Zia ur, et al.
Published: (2012)

The reflexivity index of a lattice of sets
by: Harrison, K., et al.
Published: (2014)

Rough set based clustering for finding relevant document /
by: Ching, Ng Choon
Published: (2013)

Multivariate time series similarity-based complex network in stocks market analysis: case of NYSE during global crisis 2008
by: Djauhari, Maman Abdurachman, et al.
Published: (2015)

Diagnostic reference level of radiation dose and image quality of adult CT abdominal examination based on body-mass index (BMI) in a tertiary hospital in Malaysia
by: Mohamad Ariffin, Mohamad Asmawi, et al.
Published: (2024)

Body mass index (BMI) of adults: findings of the Malaysian Adult Nutrition Survey (MANS)
by: Md. Yusof, Azmi, et al.
Published: (2009)

Assessment of radiation effective dose from lung cancer screening pilot project in Institut Kanser Negara: a preliminary finding
by: Abdul Karim, Muhammad Khalis, et al.
Published: (2019)

Using affinity set on finding the key attributes of delayed diagnosis
by: Larbani, Moussa, et al.
Published: (2009)

Indicators for socio-religious harmony index (SRHI) instrument for Malaysia: findings of FDM expert panel
by: Ahmad Yusoff, Atifah, et al.
Published: (2018)

Flu diagnosis system using jaccard index and rough set approaches
by: Efend, Riswan, et al.
Published: (2018)

Medical data classification using similarity measure of fuzzy soft set based distance measure
by: Lashari, Saima Anwar, et al.
Published: (2017)

Building Monotonicity-Preserving Fuzzy Inference Models with Optimization-Based Similarity Reasoning and a Monotonicity Index
by: Kai, M.T, et al.
Published: (2012)

Automatic clustering of generalized regression neural network by similarity index based fuzzy c-means clustering
by: Husain, Hafizah, et al.
Published: (2004)

Tracking of tissue movement using distance-weighted log ratio similarity matching algorithm
by: Rohana, Abdul Karim, et al.
Published: (2018)