Generalized Additive Models (Texts in Statistical Science)

Assessing continuous bivariate effects among different groups through nonparametric regression models: An application to breast cancer detection

Computational Statistics & Data Analysis

Investigation of house price in Eskisehir (Turkey) by using semiparametric additive regression model

CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics

Comparison of approaches for estimating reliability of individual regression predictions

Data & Knowledge Engineering

A Regression Method to Compare Network Data and Modeling Data Using Generalized Additive Model

Information Security Applications

Fuzzy segmentation for object-based image classification

International Journal of Remote Sensing

Combining LVCSR and vocabulary-independent ranked utterance retrieval for robust speech search

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval

Reasoning on the Evaluation of Wildfires Risk Using the Receiver Operating Characteristic Curve and MODIS Images

IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy

On the foundations of parameter estimation for generalized partial linear models with B-splines and continuous optimization

Computers & Mathematics with Applications

Frequentist Model Averaging with missing observations

Computational Statistics & Data Analysis

Review:

The Knowledge Engineering Review

A sign based loss approach to model selection in nonparametric regression

Statistics and Computing

Statistical modelling of glutamate fermentation process based on GAMs

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III

A simulation study with different number of observation using nonparametric regression splines

GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation

Cross-validation, bootstrap, and support vector machines

Advances in Artificial Neural Systems

Exploring US Business Cycles with Bivariate Loops Using Penalized Spline Regression

Computational Economics

Estimating generalized semiparametric additive models using parameter cascading

Statistics and Computing

Estimating hospital production functions through flexible regression models

Mathematical and Computer Modelling: An International Journal

Intelligible models for classification and regression

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

Research Note---Generating Shareable Statistical Databases for Business Value: Multiple Imputation with Multimodal Perturbation

Information Systems Research

Forecasting electricity consumption by aggregating specialized experts

Machine Learning

Regularized logistic discrimination with basis expansions for the early detection of Alzheimer's disease based on three-dimensional MRI data

Advances in Data Analysis and Classification

Straightforward intermediate rank tensor product smoothing in mixed models

Statistics and Computing

Accurate intelligible models with pairwise interactions

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings

Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings

Fusing Traffic Sensor Data for Real-time Road Conditions

Proceedings of First International Workshop on Sensing and Big Data Mining

Smoothing noisy data for irregular regions using penalized bivariate splines on triangulations

Computational Statistics

Penalized marginal likelihood estimation of finite mixtures of Archimedean copulas

Computational Statistics

Variable selection for generalized linear mixed models by L1-penalized estimation

Statistics and Computing

Multilevel structured additive regression

Statistics and Computing