Roy E. Welsch

According to our database, Roy E. Welsch authored at least 44 papers between 1974 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Barrier Function to Skin Elasticity in Talking Head.

Iti Chaturvedi, Vlad Pandelea, Erik Cambria, Roy E. Welsch, Bithin Datta

Cogn. Comput., November, 2024

Hierarchical Reinforced Trader (HRT): A Bi-Level Approach for Optimizing Stock Selection and Execution.

Zijie Zhao, Roy E. Welsch

CoRR, 2024

Aligning LLMs with Human Instructions and Stock Market Feedback in Financial Sentiment Analysis.

Zijie Zhao, Roy E. Welsch

CoRR, 2024

2023

Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations.

Aamna Al Shehhi, Roy E. Welsch

J. Big Data, December, 2023

A Dynamic Time Warping Based RBFNN Model for Multi-User Time Series Prediction.

Ensen Wu, Hongyan Cui, Xi Yu, Roy E. Welsch

Proceedings of the IEEE Global Communications Conference, 2023

2022

Guest Editorial: Sentiment Analysis as a Multidisciplinary Research Area.

Erik Cambria, Frank Xing, Mike Thelwall, Roy E. Welsch

IEEE Trans. Artif. Intell., 2022

Gaussian correction for adversarial learning of boundaries.

Iti Chaturvedi, Qian Chen, Roy E. Welsch, Kishor Thapa, Erik Cambria

Signal Process. Image Commun., 2022

Self-training method based on GCN for semi-supervised short text classification.

Hongyan Cui, Gangkun Wang, Yuanxin Li, Roy E. Welsch

Inf. Sci., 2022

Treeago: Tree-structure aggregation and optimization for graph neural network.

Ensen Wu, Hongyan Cui, Zunming Chen, Roy E. Welsch

Neurocomputing, 2022

A Scheme for Flexible-Hybrid Subtask Offloading in a Two-Tier UAV- Assisted MEC Network.

Qiuji Luan, Hongyan Cui, Lifeng Zhang, Roy E. Welsch

Proceedings of the IEEE International Conference on Communications, 2022

2021

An Adaptive Routing Algorithm Based on Relation Tree in DTN.

Diyue Chen, Hongyan Cui, Roy E. Welsch

Sensors, 2021

Predicting video engagement using heterogeneous DeepWalk.

Iti Chaturvedi, Kishor Thapa, Sandro Cavallari, Erik Cambria, Roy E. Welsch

Neurocomputing, 2021

Fuzzy Aggregated Topology Evolution for Cognitive Multi-tasks.

Iti Chaturvedi, Chit Lin Su, Roy E. Welsch

Cogn. Comput., 2021

2020

Social Media Marketing and Financial Forecasting.

Frank Z. Xing, Soujanya Poria, Erik Cambria, Roy E. Welsch

Inf. Process. Manag., 2020

Transcompp: understanding phenotypic plasticity by estimating Markov transition rates for cell state transitions.

N. Suhas Jagannathan, Mario O. Ihsan, Xiao Xuan Kin, Roy E. Welsch, Marie-Véronique Clément, Lisa Tucker-Kellogg

Bioinform., 2020

Dual Autoencoders Generative Adversarial Network for Imbalanced Classification Problem.

Ensen Wu, Hongyan Cui, Roy E. Welsch

IEEE Access, 2020

A Study on Multidimensional Medical Data Processing Based on Random Forest.

Lifeng Zhang, Hongyan Cui, Roy E. Welsch

Proceedings of the 5th International Conference on Universal Village, 2020

Genetic Programming for Domain Adaptation in Product Reviews.

Iti Chaturvedi, Erik Cambria, Sandro Cavallari, Roy E. Welsch

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Growing semantic vines for robust asset allocation.

Frank Z. Xing, Erik Cambria, Roy E. Welsch

Knowl. Based Syst., 2019

Arabia Felix 2.0: a cross-linguistic Twitter analysis of happiness patterns in the United Arab Emirates.

Aamna Al Shehhi, Justin Thomas, Roy E. Welsch, Ian Grey, Zeyar Aung

J. Big Data, 2019

2018

Distinguishing between facts and opinions for sentiment analysis: Survey and challenges.

Iti Chaturvedi, Erik Cambria, Roy E. Welsch, Francisco Herrera

Inf. Fusion, 2018

Intelligent Asset Allocation via Market Sentiment Views.

Frank Z. Xing, Erik Cambria, Roy E. Welsch

IEEE Comput. Intell. Mag., 2018

Natural language based financial forecasting: a survey.

Frank Z. Xing, Erik Cambria, Roy E. Welsch

Artif. Intell. Rev., 2018

2017

Comprehensive Predictions of Tourists' Next Visit Location Based on Call Detail Records Using Machine Learning and Deep Learning Methods.

Nai Chun Chen, Wanqin Xie, Roy E. Welsch, Kent Larson, Jenny Xie

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016

Learning word dependencies in text by means of a deep recurrent belief network.

Iti Chaturvedi, Yew-Soon Ong, Ivor W. Tsang, Roy E. Welsch, Erik Cambria

Knowl. Based Syst., 2016

The Univariate Flagging Algorithm (UFA): a Fully-Automated Approach for Identifying Optimal Thresholds in Data.

Mallory Bounds Sheth, Roy E. Welsch, Natasha Markuzon

CoRR, 2016

A method to quantify co-localization in biological images.

Shiwen Zhu, Roy E. Welsch, Paul Matsudaira

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2013

Inferring Time-Delayed Gene Regulatory Networks Using Cross-Correlation and Sparse Regression.

Piyushkumar A. Mundra, Jie Zheng, Mahesan Niranjan, Roy E. Welsch, Jagath C. Rajapakse

Proceedings of the Bioinformatics Research and Applications, 9th International Symposium, 2013

2011

MCAM: Multiple Clustering Analysis Methodology for Deriving Hypotheses and Insights from High-Throughput Proteomic Datasets.

Kristen M. Naegle, Roy E. Welsch, Michael B. Yaffe, Forest M. White, Douglas A. Lauffenburger

PLoS Comput. Biol., 2011

Correlation of cell membrane dynamics and cell motility.

Merlin Veronika, Roy E. Welsch, Alvin Ng, Paul Matsudaira, Jagath C. Rajapakse

BMC Bioinform., 2011

Automated scoring of liver fibrosis through combined features from different collagen groups.

Shuoyu Xu, Dean Tai, Aileen Wee, Roy E. Welsch, Peter So, Hanry Yu, Jagath C. Rajapakse

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Estimation of the population of neutrophils induced to differentiate from the MPRO mouse promyelocytic cell line.

Fransiskus Xaverius Ivan, Roy E. Welsch, Vincent T. K. Chow, Jagath C. Rajapakse

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Outlier detection and least trimmed squares approximation using semi-definite programming.

Tri-Dung Nguyen, Roy E. Welsch

Comput. Stat. Data Anal., 2010

A diagnostic method for simultaneous feature selection and outlier identification in linear regression.

Rajiv S. Menjoge, Roy E. Welsch

Comput. Stat. Data Anal., 2010

Special issue on variable selection and robust procedures.

Stefan Van Aelst, Roy E. Welsch, Ruben H. Zamar

Comput. Stat. Data Anal., 2010

Outlier detection and robust covariance estimation using mathematical programming.

Tri-Dung Nguyen, Roy E. Welsch

Adv. Data Anal. Classif., 2010

Quantification of Cytoskeletal Protein Localization from High-Content Images.

Shiwen Zhu, Paul Matsudaira, Roy E. Welsch, Jagath C. Rajapakse

Proceedings of the Pattern Recognition in Bioinformatics, 2010

2009

Sub-population analysis based on temporal features of high content images.

Merlin Veronika, James Evans, Paul Matsudaira, Roy E. Welsch, Jagath C. Rajapakse

BMC Bioinform., 2009

2007

Robust variable selection using least angle regression and elemental set sampling.

Lauren McCann, Roy E. Welsch

Comput. Stat. Data Anal., 2007

1996

Sequential Screening in Semiconductor Manufacturing, I: Exploiting Spatial Dependence.

Mark D. Longtin, Lawrence M. Wein, Roy E. Welsch

Oper. Res., 1996

1993

Algorithm 717: Subroutines for maximum likelihood and quasi-likelihood estimation of parameters in nonlinear regression models.

David S. Bunch, David M. Gay, Roy E. Welsch

ACM Trans. Math. Softw., 1993

1981

Algorithm 573: NL2SOL - An Adaptive Nonlinear Least-Squares Algorithm [E4].

John E. Dennis Jr., David M. Gay, Roy E. Welsch

ACM Trans. Math. Softw., 1981

1976

Graphics for data analysis.

Roy E. Welsch

Comput. Graph., 1976

1974

Graphics for data analysis.

Roy E. Welsch, Helge Bjaaland

Proceedings of the 1st Annual Conference on Computer Graphics and Interactive Techniques, 1974