The elements of statistical learning: Data mining, inference, and prediction

Cited by (1,001)

Items 401–500 of 1,001

1. An Online Bioinformatics Curriculum
   David B. Searls · 2012 · PLoS Computational Biology
2. Application of random forest algorithm for studying habitat selection of colonial herons and egrets in human‐influenced landscapes
   Luis Carrasco, Miyuki Mashiko, Yukihiko Toquenaga · 2014 · Ecological Research
3. Why so GLUMM? Detecting depression clusters through graphing lifestyle-environs using machine-learning methods (GLUMM)
   Joanna F. Dipnall, Julie Anne Pasco, M. Berk, Lana J. Williams, Seetal Dodd, Felice N. Jacka, Denny Meyer · 2016 · European Psychiatry
4. Enhanced sparse representation classifier for text classification
   P. Unnikrishnan, V. K. Govindan, S. D. Madhu Kumar · 2019 · Expert systems with applications
5. Potential of Passive Microwave around 183 GHz for Snowfall Detection in the Arctic
   Léo Edel, Jean‐François Rysman, Chantal Claud · 2019 · Remote Sensing
6. Subjective sleep quality is poorly associated with actigraphy and heart rate measures in community-dwelling older men
   Afik Faerman, Katherine A. Kaplan, Jamie Marc Zeitzer · 2020 · Sleep Medicine
7. Injection-Induced Seismic Risk Management Using Machine Learning Methodology – A Perspective Study
   Miao He, Qi Li, Xiaying Li · 2020 · Frontiers in Earth Science
8. Walking through the statistical black boxes of plant breeding
   Alencar Xavier, William M. Muir, Bruce Α. Craig, Katy Martin Rainey · 2016 · Theoretical and Applied Genetics
9. A model evaluation study for treatment planning of laser-induced thermal therapy
   Samuel John Fahrenholtz, Tim Y. Moon, Michael Franco, David Medina, Shabbar F. Danish, Ashok Gowda, Anil M. Shetty, Florian C. Maier, John D. Hazle, Roger Jason Stafford et al. · 2015 · International Journal of Hyperthermia
10. A framework for reconciliating data clusters from a fleet of nuclear power plants turbines for fault diagnosis
    Sameer Al‐Dahidi, Francesco Di Maio, Piero Baraldi · 2018 · Applied Soft Computing
11. Remote Sensing Applications for Insurance: A Predictive Model for Pasture Yield in the Presence of Systemic Weather
    C. Brock Porth, Lysa Porth, Wenjun Zhu · 2020 · North American Actuarial Journal
12. OEbBOA: A Novel Improved Binary Butterfly Optimization Approaches With Various Strategies for Feature Selection
    Zhang Bo, Xinkai Yang, Biao Hu · 2020 · IEEE Access
13. An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design.
    Remy Priem, Hugo Gagnon, Ian Chittick · 2020 · AIAA AVIATION Forum
14. An explainable prediction framework for engineering problems: case studies in reinforced concrete members modeling
    Amirhessam Tahmassebi, Mehrtash Motamedi, Amir H. Alavi, Amir H. Gandomi · 2021 · Engineering Computations
15. Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke
    Matthew I. Miller, Agni Orfanoudaki, Michael Cronin, Hanife Sağlam, Ivy So Yeon Kim, Oluwafemi O. Balogun, Maria Tzalidi, Kyriakos Vasilopoulos, Georgia Fanaropoulou, Nina Maria Fanaropoulou et al. · 2022 · Neurocritical Care
16. A novel classification method: A hybrid approach based on extension of the UTADIS with polynomial and PSO-GA algorithm
    Majid Esmaelian, Hadi Shahmoradi, Masoumeh Vali · 2016 · Applied Soft Computing
17. Evaluating Risk and Possible Adaptations to Climate Change Under a Socio-Ecological System Approach
    Abi Haro, Alma Mendoza‐Ponce, Óscar Calderón-Bustamante, Julián A. Velasco, Francisco Estrada · 2021 · Frontiers in Climate
18. The role of categorical EPU indices in predicting stock-market returns
    Juan Chen, Feng Ma, Xuemei Qiu, Tao Li · 2023 · International Review of Economics & Finance
19. Physics-Informed Machine Learning for Power Grid Frequency Modeling
    Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut · 2023 · PRX Energy
20. An efficient primal dual prox method for non-smooth optimization
    Tianbao Yang, Mehrdad Mahdavi, Rong Jin · 2014 · Machine Learning
21. Improvement of efficient global optimization with application to aircraft wing design
    Nathalie Bartoli, Mohamed Amine Bouhlel, Igor Kurek, Rémi Lafage, Thierry Lefebvre, Joseph Morlier, Rémy Priem, Vivien Stilz, Rommel G. Regis · 2016 · AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference (MAO)
22. Dual Tasking for the Differentiation between Depression and Mild Cognitive Impairment
    Florian Gerhard Metzger, Markus A. Hobert, Ann‐Christine Ehlis, Sandra E. Hasmann, Tim Hahn, Gerhard Wilhelm Eschweiler, Daniela Berg, Andreas Jochen Fallgatter, Walter Maetzler, the TREND Study team · 2016 · Frontiers in Aging Neuroscience
23. Urban landcover classification from multispectral image data using optimized AdaBoosted random forests
    Ebenezer R. H. P. Isaac, K. S. Easwarakumar, Joseph H. R. Isaac · 2017 · Remote Sensing Letters
24. Speechmaking and the Selectorate: Persuasion in Nonpreferential Electoral Systems
    Jorge Miguel Fernandes, Miguel Won, Bruno Martins · 2019 · Comparative Political Studies
25. Machine learning building price prediction with green building determinant
    Thuraiya Mohd, Syafiqah Jamil, Suraya Masrom · 2020 · IAES International Journal of Artificial Intelligence
26. Data Driven Approaches for Sustainable Development of E-Mobility in Urban Areas
    Marialisa Nigro, Marina Ferrara, Rosita De Vincentis · 2021 · Energies
27. Data mining techniques for predicting the financial performance of Islamic banking in Indonesia
    Mohammed Ayoub Ledhem · 2021 · Journal of Modelling in Management
28. OVPD: Odor-Video Elicited Physiological Signal Database for Emotion Recognition
    Jingyi Xue, Jinqin Wang, Shiang Hu, Ning Bi, Zhao Lv · 2022 · IEEE Transactions on Instrumentation and Measurement
29. Spatio-temporal deconvolution of ndvi image sequences using independent component analysis
    Alexander Lotsch, M. A. Friedl, Jorge Enrique Dí­az Pinzón · 2003 · IEEE Transactions on Geoscience and Remote Sensing
30. DemographicVis: Analyzing demographic information based on user generated content
    Wenwen Dou A, Isaac Cho, Omar ElTayeby, Jaegul Choo, Xiaoyu Wang, William Ribarsky · 2015 · IEEE Conference on Visual Analytics Science and Technology (VAST)
31. Active network management for electrical distribution systems: problem formulation, benchmark, and approximate solution
    Quentin Gemine, Damien Ernst, Bertrand Cornélusse · 2016 · Optimization and Engineering
32. Impacts of temperature on giant panda habitat in the north Minshan Mountains
    Gang Liu, Tianpei Guan, Qiang Dai · 2016 · Ecology and Evolution
33. Climate Change Impact Assessment on Freshwater Inflow into the Small Aral Sea
    Georgy Ayzel, Alexander Izhitskiy · 2019 · Water
34. Synergistic effects of climate and land-use change on representation of African bats in priority conservation areas
    Alain Smith, Martinus Corrie Schoeman, Mark Keith, Barend F. N. Erasmus, Ara Monadjem, Atte Moilanen, Enrico Di Minin · 2016 · Ecological Indicators
35. Affective brain patterns as multivariate neural correlates of cardiovascular disease risk
    P. Gianaros, T. Kraynak, Dora C. H. Kuan, J. Gross, Kateri McRae, A. Hariri, S. Manuck, Javier Rasero, T. Verstynen · 2020 · Social Cognitive and Affective Neuroscience
36. Automatic whole slide pathology image diagnosis framework via unit stochastic selection and attention fusion
    Pingjun Chen, Yun Liang, Xiaoshuang Shi, Lin Yang, Paul Gader · 2021 · Neurocomputing
37. Effectiveness evaluation and influencing factor analysis of pavement seal coat treatments using random forests
    Xiaohua Luo, Feng Wang, Sushmita Bhandari · 2021 · Construction and Building Materials
38. Fault Diagnosis Based on Machine Learning for the High Frequency Link of a Grid-Tied Photovoltaic Converter for a Wide Range of Irradiance Conditions
    Yuniel León-Ruiz, Mario Arturo Gonzalez-Garcia, Ricardo Álvarez-Salas · 2021 · IEEE Access
39. Examining the relationship between built environment and urban parking demand from the perspective of travelers
    Tao Peng, Jian Chen, Keliang Liu · 2022 · Journal of Cleaner Production
40. Classification of Landsat images based on spectral and topographic variables for land-cover change detection in Zagros forests
    Azad Henareh Khalyani, Michael J. Falkowski, Audrey L. Mayer · 2012 · International Journal of Remote Sensing
41. Recovering Network Structures With Time-Varying Nodal Parameters
    Xiong Wang, Jinhu Lu, Xiaoqun Wu · 2018 · IEEE Transactions on Systems Man and Cybernetics Systems
42. Climate-Triggered Insect Defoliators and Forest Fires Using Multitemporal Landsat and TerraClimate Data in NE Iran: An Application of GEOBIA TreeNet and Panel Data Analysis
    Omid Abdi · 2019 · Sensors
43. Beyond the exoplanet mass-radius relation
    Soléne Ulmer-Moll, Nuno C. Santos, Pedro Figueira · 2019 · Springer Link (Chiba Institute of Technology)
44. Towards ecological sustainability: The progress and spatio-temporal evolution of green development in China
    Huwei Wen, Yichi Zhang, Fengxiu Zhou · 2025 · Journal of Cleaner Production
45. Auto-tuning Spark Big Data Workloads on POWER8
    Zhen Jia, Chao Xue, Guancheng Chen · 2016 · International Conference on Parallel Architectures and Compilation Techniques
46. I am a legend: Hacking hearthstone using statistical learning methods
    Elie Bursztein · 2016 · IEEE Conference on Computational Intelligence and Games (CIG)
47. Detecting community structure in complex networks using genetic algorithm based on object migrating automata
    Bagher Zarei, Mohammad Reza Meybodi · 2020 · Computational Intelligence
48. Assessing injury severity of secondary incidents using support vector machines
    Jing Li, Jingqiu Guo, Jasper S. Wijnands · 2020 · Journal of Transportation Safety & Security
49. Free iron oxide content in tropical soils predicted by integrative digital mapping
    Wanderson de Sousa Mendes, José Alexandre Melo Demattê, Budiman Minasny · 2022 · Soil and Tillage Research
50. Low error discrimination using a correlated population code
    Gregory W. Schwartz, Jakob H. Macke, Dario Amodei, Hanlin Tang, Michael J. Berry · 2012 · Journal of Neurophysiology
51. Allocating active conservation measures using species distribution models: a case study of red‐footed falcon breeding site management in the C arpathian B asin
    P. Fehérvári, Szabolcs Solt, Péter Palatitz · 2012 · Animal Conservation
52. Mapping between dynamic markings and performed loudness: a machine learning approach
    Katerina Kosta, Rafael Ramírez, Oscar F. Bandtlow · 2016 · Journal of Mathematics and Music
53. Securing Fast Learning! Ridge Regression over Encrypted Big Data
    Shengshan Hu, Qian Wang, Jingjun Wang · 2016 · IEEE International Conference on Trust, Security and Privacy in Computing and Communications / BigDataSE / ISPA (Trustcom/BigDataSE/ISPA)
54. Classification of states and model order reduction of large scale Chemical Vapor Deposition processes with solution multiplicity
    Eleni D. Koronaki, P.A. Gkinis, Lars Beex, Stéphane Bordas, Constantinos Theodoropoulos, Andreas G. Boudouvis · 2018 · Computers & Chemical Engineering
55. Protein interactions and consensus clustering analysis uncover insights into herpesvirus virion structure and function relationships
    Anna Hernández Durán, Todd M. Greco, Benjamin Vollmer, Ileana M. Cristea, Kay Grünewald, Maya Topf · 2019 · PLoS Biology
56. Selection and Performance Analysis of CICIDS2017 Features Importance
    Bruno Reis, Eva Maia, Isabel Praça · 2020 · Lecture notes in computer science
57. Good Explanation for Algorithmic Transparency
    Joy Lu, Dokyun Lee, Tae Wan Kim, David J. Danks · 2019 · SSRN Electronic Journal
58. Breast cancer prediction based on gene expression data using interpretable machine learning techniques
    Gabriel Kallah-Dagadu, Mohanad Mohammed, Justine B. Nasejje, Nobuhle Nokubonga Mchunu, Halima S. Twabi, Jesca Mercy Batidzirai, Geoffrey Chiyuzga Singini, Portia Nevhungoni, Innocent Maposa · 2025 · Scientific Reports
59. Face recognition using linear representation ensembles
    Hanxi Li, Fumin Shen, Chunhua Shen · 2016 · Pattern Recognition
60. Integrating Clinical Data and Imputed Transcriptome from GWAS to Uncover Complex Disease Subtypes: Applications in Psychiatry and Cardiology
    Liangying Yin, Carlos Kwan‐Long Chau, Pak Chung Sham, Hon‐Cheong So · 2019 · The American Journal of Human Genetics
61. Estimation Procedures of Using Five Alternative Machine Learning Methods for Predicting Credit Card Default
    Huei-Wen Teng, Michael Lee · 2019 · Review of Pacific Basin Financial Markets and Policies
62. Predicting Student Academic Performance using Machine Learning and Time Management Skill Data
    Meizar Raka Rimadana, Sri Suning Kusumawardani, Paulus Insap Santosa, Maximillian Sheldy Ferdinand Erwianda · 2019 · International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)
63. Learning with continuous piecewise linear decision trees
    Qinghua Tao, Li Zhen, Jun Xu · 2020 · Expert Systems with Applications
64. Earthquake Magnitude Estimation Based on Machine Learning: Application to Earthquake Early Warning System
    Medina Apriani, S. K. Wijaya, Daryono Daryono · 2021 · Journal of Physics Conference Series
65. Ensemble Learning Methods for Shear Strength Prediction of Fly Ash-Amended Soils with Lignin Reinforcement
    Weihang Chen, Shujun Qu, Luo‐bin Lin, Qiang Luo, Tengfei Wang · 2023 · Journal of Materials in Civil Engineering
66. Behavioral Modeling for Churn Prediction: Early Indicators and Accurate Predictors of Custom Defection and Loyalty
    Muhammad Raza Khan, Joshua Manoj, Anikate Singh · 2015 · IEEE International Congress on Big Data (BigData Congress)
67. Particle filtering of hidden Gamma processes for robust Predictive Maintenance in semiconductor manufacturing
    Andrea Schirru, Simone Pampuri, Giuseppe De Nicolao · 2010 · 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)
68. Throwing out the Bayesian baby with the optimal bathwater: Response to Endress (2013)
    Michael C. Frank · 2013 · Cognition
69. Prediction of in-hospital mortality after pancreatic resection in pancreatic cancer patients: A boosting approach via a population-based study using health administrative data
    José F. Vélez, Daniel Vélez, Valentín Hernández‐Barrera · 2017 · PLoS ONE
70. Machine learning for mask/wafer hotspot detection and mask synthesis
    David Zhigang Pan, Yibo Lin, Xiaoqing Xu · 2017 · SPIE Photomask Technology Conference
71. Climatic niche of the Saker Falcon Falco cherrug : predicted new areas to direct population surveys in Central Asia
    Luke J. Sutton, Robert Puschendorf · 2018 · Ibis
72. Comparison of modelling approaches for short term traffic prediction under normal and abnormal conditions
    Fangce Guo, John W. Polak, Rajesh Krishnan · 2010 · IEEE International Conference on Intelligent Transportation Systems (ITSC)
73. MF$^{2}$-Net: Exploring a Meta-Fuzzy Multimodal Fusion Network for Depression Recognition
    Jian Guo Shen, Jinwen Wu, Yanan Zhang, Kexin Zhu, Kang Wang, Wenbo Hu, Kechen Hou, Kun Qian, Xiaowei Zhang, Bin Hu · 2025 · IEEE Transactions on Fuzzy Systems
74. Federated Query processing for Big Data in Data Science
    Manoj Muniswamaiah, Tilak Agerwala, Charles C. Tappert · 2019 · IEEE International Conference on Big Data (BigData)
75. Using Machine Learning Algorithms on Prediction of Stock Price
    Li‐Pang Chen · 2020 · Journal of Modeling and Optimization
76. DNA methylation biomarker selected by an ensemble machine learning approach predicts mortality risk in an HIV-positive veteran population
    Chang Shu, Amy C. Justice, Xinyu Zhang, Vincent C. Marconi, Dana B. Hancock, Eric Otto Johnson, Ke Xu · 2020 · Epigenetics
77. Graph Tikhonov Regularization and Interpolation Via Random Spanning Forests
    Yusuf Yiğit Pılavci, Pierre‐Olivier Amblard, Simon Barthelmé · 2021 · IEEE Transactions on Signal and Information Processing over Networks
78. Enterprise human resource management based on big data mining technology of internet of things
    He Ma · 2021 · Journal of Intelligent & Fuzzy Systems
79. Accurate and Robust Malware Detection: Running XGBoost on Runtime Data From Performance Counters
    Rana Elnaggar, Lorenzo Servadei, Shubham Mathur, Robert Wille, Wolfgang Ecker, Krishnendu Chakrabarty · 2021 · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
80. Delineating soil nutrient management zones based on optimal sampling interval in medium- and small-scale intensive farming systems
    Yifan Yuan, Yuxin Miao, Fei Yuan, Syed Tahir Ata-Ul-Karim, Xiaojun Liu, Yongchao Tian, Yan Peng Zhu, Weixing Cao, Qiang Cao · 2021 · Precision Agriculture
81. Culex pipiens distribution in Tunisia: Identification of suitable areas through Random Forest and MaxEnt approaches
    Jihane Amdouni, Annamaria Conte, Carla Ippoliti · 2022 · Veterinary Medicine and Science
82. Predictability of User Behavior in Social Media: Bottom-Up v. Top-Down Modeling
    David M. Darmon, Jared Sylvester, Michelle Girvan, William Michael Rand · 2013 · International Conference on Social Computing
83. To personalize or not
    Weinan Zhang, Jun Wang, Bowei Chen · 2013 · ACM Conference on Recommender Systems (RecSys)
84. Out-VM monitoring for Malicious Network Packet Detection in cloud
    Preeti Mishra, Emmanuel S. Pilli, Vijay Varadharajan · 2017
85. Unbalanced data, type II error, and nonlinearity in predicting M&A failure
    Kangbok Lee, Sunghoon Joo, Hyeoncheol Baik · 2019 · Journal of Business Research
86. Climatic Constraints on Laggar Falcon (Falco jugger) Distribution Predicts Multidirectional Range Movements under Future Climate Change Scenarios
    Luke J. Sutton · 2020 · Journal of Raptor Research
87. Measuring neuronal branching patterns using model-based approach
    Artur Luczak · 2010 · Frontiers in Computational Neuroscience
88. NURBS modeling and structural shape optimization of cardiovascular stents
    Rory P. Clune, Denis Kelliher, James C. Robinson · 2014 · Structural and Multidisciplinary Optimization
89. The symptomatology and diagnosis of domoic acid toxicosis in stranded California sea lions (Zalophus californianus): a review and evaluation of 20 years of cases to guide prognosis
    Abby M. McClain, Cara L. Field, Tenaya A. Norris · 2023 · Frontiers in Veterinary Science
90. Enhancing heart disease prediction with stacked ensemble and MCDM-based ranking: an optimized RST-ML approach
    T. Ashika, G. Grace · 2025 · Frontiers Digit. Health
91. Detecting patterns of crime with series finder
    Tong Wang, Cynthia D Rudin, Daniel Wägner · 2013 · National Conference on Artificial Intelligence
92. Statistical modeling for visualization evaluation through data fusion
    Xiaoyu Chen, Ran Jin · 2017 · Applied Ergonomics
93. Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction
    Shuxi Zeng, Murat Ali Bayır, Joseph J. Pfeiffer, Denis Xavier Charles, Emre Kıcıman · 2021 · ACM International Conference on Web Search and Data Mining (WSDM)
94. Construction of cloud-free MODIS-like land surface temperatures coupled with a regional weather research and forecasting (WRF) model
    Xuepeng Zhang, Wei Chen, Zhenting Chen, Fan Yang, Chunchun Meng, Peng Gou, Fengjiao Zhang, Junning Feng, Guangchao Li, Zhe Wang · 2022 · Atmospheric Environment
95. Simple and Powerful PCG Classification Method Based on Selection and Transfer Learning for Precision Medicine Application
    Ahmed Barnawi, Mehrez Boulares, Rim Somai · 2023 · Bioengineering
96. Characterization of N variations in different organs of winter wheat and mapping NUE using low altitude UAV-based remote sensing
    Falv Wang, Jingcheng Zhang, Wei Li et al. · 2025 · Precision Agriculture
97. Newton downhill optimizer with application to engineering optimization and breast cancer feature selection
    Wanting Xiao, Junbo Jacob Lian, Kaichen Ouyang, Shaowei Gu, Zong Ke, Dedai Wei, Xinye Sha, Jiawei Wang, Shengwei Fu, Minyu Qiu et al. · 2026 · Biomedical Signal Processing and Control
98. Locally discriminative topic modeling
    Hao Wu, Jiajun Bu, Chun Chen · 2011 · Pattern Recognition
99. Greedy auto-augmentation for n-shot learning using deep neural networks
    Alireza Naghizadeh, Dimitris Metaxas, Dongfang Liu · 2020 · Neural Networks
100. Spectral Clustering Super-Resolution Imaging Based on Multispectral Camera Array
     Feng Huang, Yating Chen, Xuesong Wang, Shu Wang, Xianyu Wu · 2023 · IEEE Transactions on Image Processing