BioHEL: Bioinformatics-oriented Hierarchical Evolutionary Learning
This technical report briefly describes our recent work in the iterative rule learning approach (IRL) of evolutionary learning/genetics-based machine learning. This approach was initiated by the SIA system. A more recent example is HIDER. Our approach integrates some of the main characteristics of G...
| Main Authors: | Bacardit, Jaume, Krasnogor, Natalio |
|---|---|
| Format: | Monograph |
| Published: |
Computer Science & IT
2006
|
| Subjects: | |
| Online Access: | https://eprints.nottingham.ac.uk/482/ |
Similar Items
Evolutionary algorithms and machine learning techniques for information retrieval
by: Ibrahim, Osman Ali Sadek
Published: (2017)
by: Ibrahim, Osman Ali Sadek
Published: (2017)
Comparison of distance metrics for hierarchical data in medical databases
by: Hassan, Diman, et al.
Published: (2014)
by: Hassan, Diman, et al.
Published: (2014)
Poor transferability of machine learning classification models: classifying vegetation on palsa complexes in Arctic Sweden
by: Dancer, Holly
Published: (2024)
by: Dancer, Holly
Published: (2024)
Principled design of evolutionary learning sytems for large scale data mining
by: Franco Gaviria, María Auxiliadora
Published: (2013)
by: Franco Gaviria, María Auxiliadora
Published: (2013)
Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data
by: Glaab, Enrico, et al.
Published: (2012)
by: Glaab, Enrico, et al.
Published: (2012)
Detecting change and dealing with uncertainty in imperfect evolutionary environments
by: Mujtaba, Hasan, et al.
Published: (2015)
by: Mujtaba, Hasan, et al.
Published: (2015)
Case Slicing Technique for Feature Selection
by: A. Shiba, Omar A.
Published: (2004)
by: A. Shiba, Omar A.
Published: (2004)
ROSEFW-RF: the winner algorithm for the ECBDL’14 big data competition: an extremely imbalanced big data bioinformatics problem
by: Triguero, Isaac, et al.
Published: (2015)
by: Triguero, Isaac, et al.
Published: (2015)
An evolutionary algorithm for graph planarisation by vertex deletion
by: Pinheiro, Rodrigo Lankaites, et al.
Published: (2014)
by: Pinheiro, Rodrigo Lankaites, et al.
Published: (2014)
Classification of Fish Samples via an Integrated Proteomics and Bioinformatics Approach
by: Bellgard, M., et al.
Published: (2013)
by: Bellgard, M., et al.
Published: (2013)
A state of the art opinion mining and its application domains
by: Binali, Haji, et al.
Published: (2009)
by: Binali, Haji, et al.
Published: (2009)
Classification and interpretation in quantitative structure-activity relationships
by: Bruce, Craig L.
Published: (2010)
by: Bruce, Craig L.
Published: (2010)
Machine-learning approach using thermal and synthetic aperture radar data for classification of oil palm trees with basal stem rot disease
by: Che Hashim, Izrahayu
Published: (2021)
by: Che Hashim, Izrahayu
Published: (2021)
A pool-based pattern generation algorithm for logical analysis of data with automatic fine-tuning
by: Caserta, M., et al.
Published: (2015)
by: Caserta, M., et al.
Published: (2015)
Figurative language detection using deep and contextual features
by: Razali, Md Saifullah
Published: (2023)
by: Razali, Md Saifullah
Published: (2023)
Intelligent imputation method for mix data-type missing values to improve data quality
by: Alabadla, Mustafa R. A.
Published: (2024)
by: Alabadla, Mustafa R. A.
Published: (2024)
Emotion and polarity prediction from Twitter
by: Hamad, Rebeen Ali, et al.
Published: (2017)
by: Hamad, Rebeen Ali, et al.
Published: (2017)
Hyper-heuristics: a survey of the state of the art
by: Burke, Edmund, et al.
Published: (2013)
by: Burke, Edmund, et al.
Published: (2013)
Age classification using Hierarchical Support Vector Machine based on characteristics of upper facial area
by: Dahlan, Hadi Affendy
Published: (2013)
by: Dahlan, Hadi Affendy
Published: (2013)
Multi-classifier classification of spam email on a ubiquitous multi-core architecture
by: Islam, Md., et al.
Published: (2008)
by: Islam, Md., et al.
Published: (2008)
A software interface for supporting the application of data science to optimisation
by: Parkes, Andrew J., et al.
Published: (2015)
by: Parkes, Andrew J., et al.
Published: (2015)
Automated design of local search algorithms for vehicle routing problems with time windows
by: Meng, Weiyao
Published: (2023)
by: Meng, Weiyao
Published: (2023)
Twitter Sentiment Mining: A Multi Domain Analysis
by: Shahheidari, S., et al.
Published: (2013)
by: Shahheidari, S., et al.
Published: (2013)
Towards principled learner selection
by: Rattray, Andrew
Published: (2013)
by: Rattray, Andrew
Published: (2013)
Development of Machine Learning Algorithm for Acquiring Machining Data in Turning Process
by: Ali Al-Assadi, Hayder M. A.
Published: (2004)
by: Ali Al-Assadi, Hayder M. A.
Published: (2004)
Subspace-based dynamic selection for high-dimensional data
by: Maciel-Guerra, Alexandre
Published: (2022)
by: Maciel-Guerra, Alexandre
Published: (2022)
An evolutionary strategy with machine learning for learning to rank in information retrieval
by: Ibrahim, Osman Ali Sadek, et al.
Published: (2018)
by: Ibrahim, Osman Ali Sadek, et al.
Published: (2018)
KEEL 3.0: an open source software for multi-stage analysis in data mining
by: Triguero, Isaac, et al.
Published: (2017)
by: Triguero, Isaac, et al.
Published: (2017)
Deep learning approach with image noise reduction to determine planting density and defected paddy seedlings
by: Mohamed Anuar, Mohamed Marzhar
Published: (2022)
by: Mohamed Anuar, Mohamed Marzhar
Published: (2022)
Development of neurocontrollers with evolutionary reinforcement learning
by: Conradie, A., et al.
Published: (2005)
by: Conradie, A., et al.
Published: (2005)
ArrayMining: a modular web-application for microarray analysis combining ensemble and consensus methods with cross-study normalization
by: Glaab, Enrico, et al.
Published: (2009)
by: Glaab, Enrico, et al.
Published: (2009)
Instance reduction for one-class classification
by: Krawczyk, Bartosz, et al.
Published: (2018)
by: Krawczyk, Bartosz, et al.
Published: (2018)
An improved machine learning model of massive Floating Car Data (FCD) based on Fuzzy-MDL and LSTM-C for traffic speed estimation and prediction
by: Ahanin, Fatemeh
Published: (2023)
by: Ahanin, Fatemeh
Published: (2023)
A service-orientated architecture for
adaptive and collaborative e-learning systems
by: Meccawy, Maram
Published: (2009)
by: Meccawy, Maram
Published: (2009)
Comparison of distance metrics for hierarchical data in medical databases
by: Hassan, Diman, et al.
Published: (2014)
by: Hassan, Diman, et al.
Published: (2014)
Efficient Training and Implementation of Gaussian Process Potentials
by: Broad, Jack W.
Published: (2022)
by: Broad, Jack W.
Published: (2022)
Modeling and multi-objective optimal sizing of standalone photovoltaic system based on evolutionary algorithms
by: Ridha, Hussein Mohammed
Published: (2020)
by: Ridha, Hussein Mohammed
Published: (2020)
Factors influencing the accuracy of remote sensing classifications: a comparative study
by: Pal, Mahesh
Published: (2002)
by: Pal, Mahesh
Published: (2002)
An adaptation of social Learning in evolutionary computation for tic-tac-toe.
by: Yaakob, Razali, et al.
Published: (2009)
by: Yaakob, Razali, et al.
Published: (2009)
Runtime analysis of evolutionary algorithms with complex fitness evaluation mechanisms
by: Corus, Dogan
Published: (2018)
by: Corus, Dogan
Published: (2018)
Similar Items
-
Evolutionary algorithms and machine learning techniques for information retrieval
by: Ibrahim, Osman Ali Sadek
Published: (2017) -
Comparison of distance metrics for hierarchical data in medical databases
by: Hassan, Diman, et al.
Published: (2014) -
Poor transferability of machine learning classification models: classifying vegetation on palsa complexes in Arctic Sweden
by: Dancer, Holly
Published: (2024) -
Principled design of evolutionary learning sytems for large scale data mining
by: Franco Gaviria, María Auxiliadora
Published: (2013) -
Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data
by: Glaab, Enrico, et al.
Published: (2012)