Interactive search with weak supervision

QR Code

Interactive search with weak supervision

This work investigates the possible applications of functional clustering algorithms in relevance feedback algorithms for interactive search. A modified version of the Rocchio algorithm for relevance feedback is proposed based off the result of an LGA clustering of the data. The effectiveness of thi...

Full description

Bibliographic Details
Main Author:	Wood, Stuart Thomas
Format:	Dissertation (University of Nottingham only)
Language:	English
Published:	2017
Subjects:	LGA Linear Grouping Algorithm Rocchio Relevance Feedback Clustering Functional Clustering Gap Statistic.
Online Access:	https://eprints.nottingham.ac.uk/49106/

Similar Items

Statistical data preprocessing methods in distance functions to enhance k-means clustering algorithm
by: Dalatu, Paul Inuwa
Published: (2018)

On using genetic algorithm for initialising semi-supervised fuzzy c-means clustering
by: Lai, Daphne Teck Ching, et al.
Published: (2016)

Clustering ensemble learning method based on incremental genetic algorithms
by: Ghaemi, Reza
Published: (2012)

APSCAN: A parameter free algorithm for clustering
by: Chen, Xiaoming, et al.
Published: (2011)

Topological mapping and qualitative localization based on K-adjacent union clustering algorithm
by: Karasfi, Babak
Published: (2012)

Fuzzy clustering method and evaluation based on multi criteria decision making technique
by: Sameer, Fadhaa Othman
Published: (2018)

Clustering breast cancer data by consensus of different validity indices
by: Soria, Daniele, et al.
Published: (2008)

Using Pattern Search Methods for Minimizing Clustering Problems
by: Shabanzadeh, Parvaneh, et al.
Published: (2010)

Regeneration changes in tree species abundance, diversity and structure in logged and unlogged subtropical rainforest over a 36-year period
by: Kariuki, M., et al.
Published: (2006)

Improving the relevance of web search results by combining web snippet categorization, clustering and personalization
by: Zhu, Dengya
Published: (2010)

The relevance of mathematics: The case of functional mathematics for vocational students
by: Dalby, Diane
Published: (2014)

Bayesian nonparametric clustering with Dirichlet process mixture model for mixed-type data
by: Burhanuddin, Nurul Afiqah
Published: (2024)

Structural optimization of molecular clusters with density functional theory combined with basin hopping
by: Do, Hainam, et al.
Published: (2012)

The galaxy cluster mid-infrared luminosity function at 1.3 < z <3.2
by: Wylezalek, D., et al.
Published: (2014)

Group IV metal clusters as discrete building blocks for the synthesis of metal-organic frameworks
by: Ollier de Marichard, Alexandre
Published: (2022)

A methodology for automatic classification of breast cancer immunohistochemical data using semi-supervised fuzzy c-means
by: Lai, Daphne Teck Ching, et al.
Published: (2014)

Infall and accretion of substructure in hydrodynamical simulations of galaxy clusters
by: Haggar, Roan
Published: (2022)

Scalability Improvement Of Multicast Source Movement Over Mobile Ipv6 Using Clustering Technique
by: Ali Al-Talib, Sahar A. M.
Published: (2006)

An exploration of improvements to semi-supervised fuzzy c-means clustering for real-world biomedical data
by: Lai, Daphne Teck Ching
Published: (2014)

Genetic algorithm-based clustering ensemble: determination number of clusters
by: Mohammadi, M., et al.
Published: (2010)

Improved normalization and standardization techniques for higher purity in K-means clustering
by: Dalatu, Paul Inuwa, et al.
Published: (2016)

A hybrid service metadata clustering methodology in the digital ecosystems environment
by: Dong, Hai, et al.
Published: (2009)

Gravitational search – bat algorithm for solving single and bi-objective of non-linear functions
by: Abbas, Iraq Tareq
Published: (2018)

Planck intermediate results. II. Comparison of Sunyaev-Zeldovich measurements from Planck and from the Arcminute Microkelvin Imager for 11 galaxy clusters
by: Hurley-Walker, N
Published: (2013)

Measuring player’s behaviour change over time in public goods game
by: Fattah, Polla, et al.
Published: (2016)

The chemistry of first row transition metal-oxo clusters
by: Smith, M. A.
Published: (2021)

Theory, synthesis, and characterization of colloidal platinum nanoparticles
by: Gharibshahi, Elham
Published: (2013)

Efficient genetic partitioning-around-medoid algorithm for clustering
by: Garib, Sarmad Makki Mohammed
Published: (2019)

Clustering through post inhibitory rebound in synaptically coupled neurons
by: Chik, D T W, et al.
Published: (2004)

Socio-economic impact of cluster farming for smallholder farmers in Southern Philippines
by: Montiflor, M., et al.
Published: (2009)

Calixarene complexes of anion-bridged oligouranyl species
by: DeLaigue, X., et al.
Published: (2004)

Sparse subspace representation for spectral document clustering
by: Budhaditya, S., et al.
Published: (2012)

Improveing Agent-based modelling by using machine learning
by: Shen, Xin
Published: (2022)

Improving web search by categorization, clustering, and personalization
by: Zhu, Dengya, et al.
Published: (2008)

The Evolution of Galaxies in Proto-clusters
by: Werner, Stephane V.
Published: (2023)

AMI SZ observations and Bayesian analysis of a sample of six redshift-one clusters of galaxies
by: Schammel, M., et al.
Published: (2013)

The Three Hundred project: a large catalogue of theoretically modelled galaxy clusters for cosmological and astrophysical applications
by: Cui, Weiguang, et al.
Published: (2018)

Online uniformly inserting points on the sphere
by: Zhou, Rong, et al.
Published: (2018)

A blind detection of a large, complex, Sunyaev–Zel’dovich structure
by: Shimwell, T., et al.
Published: (2012)

Ionization potentials of tantalum-carbide clusters: An experimental and density functional theory study
by: Dryza, V., et al.
Published: (2005)