pypi: ReliefF | Projects | Ecosyste.ms: Papers

10.3390/brainsci11060735

Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison
Cited by: 3
Author(s): Ilinka Ivanoska, Kire Trivodaliev, Slobodan Kalajdziski, Massimiliano Zanin
Software Mentions: 7
Published: over 3 years ago

10.1186/1471-2105-16-S5-S10

Using epigenomics data to predict gene expression in lung cancer
Cited by: 40
Author(s): Jeffery Li, Travers Ching, Sijia Huang, Lana X. Garmire
Software Mentions: 7
Published: over 9 years ago

10.3390/e22111198

FASTENER Feature Selection for Inference from Earth Observation Data
Cited by: 2
Author(s): Filip Koprivec, Klemen Kenda, Beno Šircelj
Software Mentions: 5
Published: about 4 years ago

10.7717/peerj.10501

Recalibration of mapping quality scores in Illumina short-read alignments improves SNP detection results in low-coverage sequencing data
Cited by: 3
Author(s): Eliot Cline, Nuttachat Wisittipanit, Tossapon Boongoen, Ekachai Chukeatirote, D. Struss, A. Eungwanichayapant
Software Mentions: 5
Published: almost 4 years ago

10.1038/s41598-019-53471-0

Feature selection with the Fisher score followed by the Maximal Clique Centrality algorithm can accurately identify the hub genes of hepatocellular carcinoma
Cited by: 31
Author(s): Chengzhang Li, Jiucheng Xu
Software Mentions: 4
Published: about 5 years ago

10.3390/e22030291

IMMIGRATE: A Margin-Based Feature Selection Method with Interaction Terms
Cited by: 0
Author(s): Ruzhang Zhao, Pengyu Hong, Jun S. Liu
Software Mentions: 3
Published: over 4 years ago

10.1371/journal.pone.0036024

White Matter Differences between Healthy Young ApoE4 Carriers and Non-Carriers Identified with Tractography and Support Vector Machines
Cited by: 17
Author(s): Laurence O’Dwyer, Franck Lamberton, Silke Matura, Monika Scheibe, Julia Miller, Dan Rujescu, David Prvulovic, Harald Hampel
Software Mentions: 3
Published: over 12 years ago

10.1186/1756-0381-2-5

Spatially Uniform ReliefF (SURF) for computationally-efficient filtering of gene-gene interactions
Cited by: 130
Author(s): Casey S. Greene, Nadia M. Penrod, Jeff Kiralis, Jason H. Moore
Software Mentions: 3
Published: about 15 years ago

10.3390/s19235269

Automatic Identification and Intuitive Map Representation of the Epiretinal Membrane Presence in 3D OCT Volumes
Cited by: 10
Author(s): Sergio Baamonde, Joaquim de Moura, Jorge Novo, Pablo Charlón, Marcos Ortega
Software Mentions: 3
Published: almost 5 years ago

10.1186/s12859-017-1468-4

AVC: Selecting discriminative features on basis of AUC by maximizing variable complementarity
Cited by: 10
Author(s): Lei Sun, Jun Wang, Jinmao Wei
Software Mentions: 3
Published: over 7 years ago

10.1186/s13321-016-0182-y

A novel applicability domain technique for mapping predictive reliability across the chemical space of a QSAR: reliability-density neighbourhood
Cited by: 37
Author(s): Natália Aniceto, Alex A. Freitas, Andreas Bender, Taravat Ghafourian
Software Mentions: 3
Published: almost 8 years ago

10.3389/fgene.2015.00285

A survey about methods dedicated to epistasis detection
Cited by: 103
Author(s): Clément Niel, Christine Sinoquet, Christian Dina, Ghislain Rocheleau
Software Mentions: 3
Published: about 9 years ago

10.1186/s12859-021-04096-6

Harvestman: a framework for hierarchical feature learning and selection from whole genome sequencing data
Cited by: 1
Author(s): Trevor S. Frisby, Shawn James Baker, Guillaume Marçais, Quang Minh Hoang, Carl Kingsford, Christopher J. Langmead
Software Mentions: 2
Published: over 3 years ago

10.1186/1471-2105-12-345

BLProt: prediction of bioluminescent proteins based on support vector machine and relieff feature selection
Cited by: 33
Author(s): Krishna Kumar Kandaswamy, Ganesan Pugalenthi, Mehrnaz Khodam Hazrati, Kai‐Uwe Kalies, Thomas Martinetz
Software Mentions: 2
Published: over 13 years ago

10.1186/s12885-016-2223-3

On Predicting lung cancer subtypes using ‘omic’ data from tumor and tumor-adjacent histologically-normal tissue
Cited by: 9
Author(s): Arturo López Pineda, Henry Ogoe, Jeya Balaji Balasubramanian, Claudia Rangel‐Escareño, Shyam Visweswaran, James G. Herman, Vanathi Gopalakrishnan
Software Mentions: 2
Published: over 8 years ago

10.1186/1756-0381-5-20

Application of a spatially-weighted Relief algorithm for ranking genetic predictors of disease
Cited by: 23
Author(s): Matthew E. Stokes, Shyam Visweswaran
Software Mentions: 2
Published: almost 12 years ago

10.1155/2020/1475368

Improving Model Performance on the Stratification of Breast Cancer Patients by Integrating Multiscale Genomic Features
Cited by: 1
Author(s): You-Zeng Hao, He Li, Yifan Zhou, Yijia Zhao, Menglong Li, Runyu Jing, Zhining Wen
Software Mentions: 2
Published: about 4 years ago

10.3390/brainsci10050278

Automatic Recognition of Personality Profiles Using EEG Functional Connectivity during Emotional Processing
Cited by: 14
Author(s): Manousos A. Klados, Panagiota Konstantinidi, Rosalía Dacosta-Aguayo, Vasiliki-Despoina Kostaridou, Alessandro Vinciarelli, Michalis Zervakis
Software Mentions: 2
Published: over 4 years ago

10.3390/metabo11060389

Feature Ranking and Screening for Class-Imbalanced Metabolomics Data Based on Rank Aggregation Coupled with Re-Balance
Cited by: 2
Author(s): Guang‐Hui Fu, Jiabao Wang, Min-Jie Zong, Lunzhao Yi
Software Mentions: 2
Published: over 3 years ago

10.1002/1878-0261.12767

Identification and validation of novel DNA methylation markers for early diagnosis of lung adenocarcinoma
Cited by: 17
Author(s): Miao Li, Chen Zhang, Lijun Zhou, Siyu Li, Yuan Cao, Longlong Wang, Rong Xiang, Yi Shi, Yongjun Piao
Software Mentions: 2
Published: about 4 years ago

10.1371/journal.pone.0253789

Understanding and predicting COVID-19 clinical trial completion vs. cessation
Cited by: 5
Author(s): Magdalyn E. Elkin, Xingquan Zhu
Software Mentions: 2
Published: over 3 years ago

10.1155/2018/6595792

Feature Selection for Object-Based Classification of High-Resolution Remote Sensing Images Based on the Combination of a Genetic Algorithm and Tabu Search
Cited by: 14
Author(s): Lei Shi, Youchuan Wan, Xianjun Gao, Mingwei Wang
Software Mentions: 2
Published: almost 7 years ago

10.1155/2015/450531

A Computer-Aided Diagnosis System for Dynamic Contrast-Enhanced MR Images Based on Level Set Segmentation and ReliefF Feature Selection
Cited by: 34
Author(s): Zengyuan Pang, Daoyun Zhu, Dihu Chen, Li Li, Yuanzhi Shao
Software Mentions: 2
Published: almost 10 years ago

10.3390/e22111235

An Evaluation of Entropy Measures for Microphone Identification
Cited by: 8
Author(s): Gianmarco Baldini, Irene Amerini
Software Mentions: 2
Published: about 4 years ago

10.3389/fonc.2016.00071

Exploratory Study to Identify Radiomics Classifiers for Lung Cancer Histology
Cited by: 254
Author(s): Weimiao Wu, Chintan Parmar, Patrick Großmann, John Quackenbush, Philippe Lambin, Johan Bussink, Raymond H. Mak, Hugo J.W.L. Aerts
Software Mentions: 2
Published: over 8 years ago

10.1098/rsos.190824

Automated detection of lameness in sheep using machine learning approaches: novel insights into behavioural differences among lame and non-lame sheep
Cited by: 25
Author(s): Jasmeet Kaler, Jürgen Mitsch, Jorge A. Vázquez-Diosdado, Nicola Bollard, Tania Dottorini, Keith A. Ellis
Software Mentions: 2
Published: almost 5 years ago

10.1155/2018/8124950

Ensemble Methods with Voting Protocols Exhibit Superior Performance for Predicting Cancer Clinical Endpoints and Providing More Complete Coverage of Disease-Related Genes
Cited by: 4
Author(s): Runyu Jing, Liang Yu, Yi Ran, Shijie Feng, Yanjie Wei, He Li
Software Mentions: 2
Published: almost 7 years ago

10.1371/journal.pone.0117658

Study of Integrated Heterogeneous Data Reveals Prognostic Power of Gene Expression for Breast Cancer Survival
Cited by: 7
Author(s): Richard E. Neapolitan, Xia Jiang
Software Mentions: 1
Published: over 9 years ago

10.1186/s13020-021-00438-x

Integrating metabolomic data with machine learning approach for discovery of Q-markers from Jinqi Jiangtang preparation against type 2 diabetes
Cited by: 10
Author(s): Lele Yang, Yuhua Xue, Jinchao Wei, Qi Dai, Peng Li
Software Mentions: 1
Published: over 3 years ago

10.1186/1471-2105-12-S1-S10

Gene-gene interaction filtering with ensemble of filters
Cited by: 41
Author(s): Pengyi Yang, Joshua Wk Ho, Yee Hwa Yang, Bing Bing Zhou
Software Mentions: 1
Published: almost 14 years ago

10.1155/2016/4073584

Human Activity Recognition in AAL Environments Using Random Projections
Cited by: 60
Author(s): Robertas Damaševičius, Mindaugas Vasiljevas, Justas Šalkevičius, Marcin Woźniak
Software Mentions: 1
Published: almost 9 years ago

10.3390/s20092687

Selective Detection of Target Volatile Organic Compounds in Contaminated Air Using Sensor Array with Machine Learning: Aging Notes and Mold Smells in Simulated Automobile Interior Contaminant Gases
Cited by: 15
Author(s): Toshio Itoh, Yutaro Koyama, Woosuck Shin, Takafumi Akamatsu, Akihiro Tsuruta, Yoshitake Masuda, Kazuhisa Uchiyama
Software Mentions: 1
Published: over 4 years ago

10.3390/s21175888

Towards Interpretable Deep Learning: A Feature Selection Framework for Prognostics and Health Management Using Deep Neural Networks
Cited by: 15
Author(s): Joaquín Figueroa Barraza, Enrique López Droguett, Marcelo Ramos Martins
Software Mentions: 1
Published: about 3 years ago

10.1186/s13040-018-0186-4

Transition-transversion encoding and genetic relationship metric in ReliefF feature selection improves pathway enrichment in GWAS
Cited by: 9
Author(s): Marziyeh Arabnejad, Bryan A. Dawkins, William S. Bush, Bill C. White, Allan R. Harkness, Brett A. McKinney
Software Mentions: 1
Published: about 6 years ago

10.1186/1756-0381-6-1

Risk score modeling of multiple gene to gene interactions using aggregated-multifactor dimensionality reduction
Cited by: 12
Author(s): Hongying Dai, Richard Charnigo, Mara L. Becker, J. Steven Leeder, Alison A. Motsinger‐Reif
Software Mentions: 1
Published: almost 12 years ago

10.1186/s12920-019-0506-7

Entropy of mitochondrial DNA circulating in blood is associated with hepatocellular carcinoma
Cited by: 12
Author(s): David S. Campo, Vishal Nayak, Ganesh Srinivasamoorthy, Yury Khudyakov
Software Mentions: 1
Published: over 5 years ago

10.1016/j.ijpx.2020.100041

A micro-XRT image analysis and machine learning methodology for the characterisation of multi-particulate capsule formulations
Cited by: 7
Author(s): Frederik J.S. Doerr, Alastair J. Florence
Software Mentions: 1
Published: almost 4 years ago

10.1186/gb-2009-10-3-r28

Uncovering metabolic pathways relevant to phenotypic traits of microbial genomes
Cited by: 41
Author(s): Gabi Kastenmüller, Maria Elisabeth Schenk, Johann Gasteiger, Hans‐Werner Mewes
Software Mentions: 1
Published: almost 16 years ago

10.1186/1471-2164-9-S2-S27

Gene selection algorithm by combining reliefF and mRMR
Cited by: 145
Author(s): Yi Zhang, Chris Ding, Tao Li
Software Mentions: 1
Published: about 16 years ago

10.3390/jcm10050972

Machine Learning-Based Nicotine Addiction Prediction Models for Youth E-Cigarette and Waterpipe (Hookah) Users
Cited by: 8
Author(s): June-Seek Choi, Hee-Tae Jung, Anastasiya Ferrell, Seoyoon Woo, Linda Haddad
Software Mentions: 1
Published: over 3 years ago

10.1155/2021/5577636

Implementing Multilabeling, ADASYN, and ReliefF Techniques for Classification of Breast Cancer Diagnostic through Machine Learning: Efficient Computer-Aided Diagnostic System
Cited by: 2
Author(s): Taha Muthar Khan, Shengjun Xu, Zullatun Gull Khan, Muhammad Uzair Chishti
Software Mentions: 1
Published: over 3 years ago

10.1038/srep26773

Proteomic analysis of Plasmodium falciparum parasites from patients with cerebral and uncomplicated malaria
Cited by: 21
Author(s): Gwladys Bertin, Audrey Sabbagh, Nicolas Argy, Virginie Salnot, Sèm Ezinmègnon, Gino Agbota, Yélé Ladipo, Jules Alao, Gratien Sagbo, François Guilhot, Philippe Deloron
Software Mentions: 1
Published: over 8 years ago

10.1038/s41598-019-51941-z

Coupling logistic model tree and random subspace to predict the landslide susceptibility areas with considering the uncertainty of environmental features
Cited by: 50
Author(s): Xiangang Luo, Feikai Lin, Yihong Chen, Shuang Zhu, Zhanya Xu, Zhibin Huo, Mengliang Yu, Jing Peng
Software Mentions: 1
Published: about 5 years ago

10.1093/brain/awz417

Subthalamic nucleus activity dynamics and limb movement prediction in Parkinson’s disease
Cited by: 39
Author(s): Saed Khawaldeh, Gerd Tinkhauser, Syed Ahmar Shah, Katrin Peterman, Ines Debove, T. A. Khoa Nguyen, Andreas Nowacki, M. Lenard Lachenmayer, Michael Schuepbach, Claudio Pollo, Paul Krack, Mark W. Woolrich, Peter Brown
Software Mentions: 1
Published: almost 5 years ago

10.1186/s12859-020-3368-2

GenEpi: gene-based epistasis discovery using machine learning
Cited by: 23
Author(s): Yu‐Chuan Chang, June‐Tai Wu, Hong Mei, Yi-Chung Tung, Ping-Han Hsieh, Sook Wah Yee, Kathleen M. Giacomini, Yen-Jen Oyang, Chien‐Yu Chen
Software Mentions: 1
Published: over 4 years ago

10.1186/s12938-020-00809-9

Differentiating novel coronavirus pneumonia from general pneumonia based on machine learning
Cited by: 36
Author(s): Chenglong Liu, Xiaoyang Wang, Chenbin Liu, Qingfeng Sun, Wenxian Peng
Software Mentions: 1
Published: over 4 years ago

10.1038/s41598-020-65384-4

Applying Machine Learning to Kinematic and Eye Movement Features of a Movement Imitation Task to Predict Autism Diagnosis
Cited by: 32
Author(s): Andrius Vabalas, Emma Gowen, Ellen Poliakoff, Alexander J. Casson
Software Mentions: 1
Published: over 4 years ago

10.3390/s141119945

Detection of Foreign Matter in Transfusion Solution Based on Gaussian Background Modeling and an Optimized BP Neural Network
Cited by: 6
Author(s): Fuqiang Zhou, Zhen Su, Xinghua Chai, Lipeng Chen
Software Mentions: 1
Published: about 10 years ago

10.1186/1756-0381-5-3

Global tests of P-values for multifactor dimensionality reduction models in selection of optimal number of target genes
Cited by: 8
Author(s): Hongying Dai, Madhusudan Bhandary, Mara L. Becker, J. Steven Leeder, Roger Gaedigk, Alison A. Motsinger‐Reif
Software Mentions: 1
Published: over 12 years ago

10.1371/journal.pgen.1002101

Pathways of Distinction Analysis: A New Technique for Multi–SNP Analysis of GWAS Data
Cited by: 60
Author(s): Rosemary Braun, Kenneth H. Buetow
Software Mentions: 1
Published: over 13 years ago

10.1186/s13040-017-0131-y

Discovering feature relevancy and dependency by kernel-guided probabilistic model-building evolution
Cited by: 2
Author(s): Néstor Rodríguez, Sergio Rojas–Galeano
Software Mentions: 1
Published: over 7 years ago

10.1371/journal.pone.0032441

Using Support Vector Machines with Multiple Indices of Diffusion for Automated Classification of Mild Cognitive Impairment
Cited by: 85
Author(s): Laurence O’Dwyer, Franck Lamberton, Arun L.W. Bokde, Michael Ewers, Yetunde Faluyi, Colby J. Tanner, Bernard Mazoyer, Desmond O’Neill, Mairead M. Bartley, Rónán Collins, Tara Coughlan, David Prvulovic, Harald Hampel
Software Mentions: 1
Published: over 12 years ago

10.3390/s18103532

Feature Selection and Comparison of Machine Learning Algorithms in Classification of Grazing and Rumination Behaviour in Sheep
Cited by: 77
Author(s): Nicola Mansbridge, Jürgen Mitsch, Nicola Bollard, Keith A. Ellis, Giuliana G. Miguel-Pacheco, Tania Dottorini, Jasmeet Kaler
Software Mentions: 1
Published: about 6 years ago

Projects: pypi: ReliefF

Papers Mentioning ReliefF 53