Roy E. Welsch

Publication Activity (10 Years)

Years Active: 1974-2023
Publications (10 Years): 24

Top Topics

Asset Allocation

State Transitions

Top Venues

Knowl. Based Syst.

Publications

Ensen Wu, Hongyan Cui, Xi Yu, Roy E. Welsch
A Dynamic Time Warping Based RBFNN Model for Multi-User Time Series Prediction. GLOBECOM (2023)
Aamna Al Shehhi, Roy E. Welsch
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations. J. Big Data 10 (1) (2023)
Qiuji Luan, Hongyan Cui, Lifeng Zhang, Roy E. Welsch
A Scheme for Flexible-Hybrid Subtask Offloading in a Two-Tier UAV- Assisted MEC Network. ICC (2022)
Ensen Wu, Hongyan Cui, Zunming Chen, Roy E. Welsch
Treeago: Tree-structure aggregation and optimization for graph neural network. Neurocomputing 489 (2022)
Iti Chaturvedi, Qian Chen, Roy E. Welsch, Kishor Thapa, Erik Cambria
Gaussian correction for adversarial learning of boundaries. Signal Process. Image Commun. 109 (2022)
Erik Cambria, Frank Xing, Mike Thelwall, Roy E. Welsch
Guest Editorial: Sentiment Analysis as a Multidisciplinary Research Area. IEEE Trans. Artif. Intell. 3 (5) (2022)
Hongyan Cui, Gangkun Wang, Yuanxin Li, Roy E. Welsch
Self-training method based on GCN for semi-supervised short text classification. Inf. Sci. 611 (2022)
Iti Chaturvedi, Kishor Thapa, Sandro Cavallari, Erik Cambria, Roy E. Welsch
Predicting video engagement using heterogeneous DeepWalk. Neurocomputing 465 (2021)
Iti Chaturvedi, Chit Lin Su, Roy E. Welsch
Fuzzy Aggregated Topology Evolution for Cognitive Multi-tasks. Cogn. Comput. 13 (1) (2021)
Diyue Chen, Hongyan Cui, Roy E. Welsch
An Adaptive Routing Algorithm Based on Relation Tree in DTN. Sensors 21 (23) (2021)
Frank Z. Xing, Soujanya Poria, Erik Cambria, Roy E. Welsch
Social Media Marketing and Financial Forecasting. Inf. Process. Manag. 57 (5) (2020)
N. Suhas Jagannathan, Mario O. Ihsan, Xiao Xuan Kin, Roy E. Welsch, Marie-Véronique Clément, Lisa Tucker-Kellogg
Transcompp: understanding phenotypic plasticity by estimating Markov transition rates for cell state transitions. Bioinform. 36 (9) (2020)
Lifeng Zhang, Hongyan Cui, Roy E. Welsch
A Study on Multidimensional Medical Data Processing Based on Random Forest. UV (2020)
Iti Chaturvedi, Erik Cambria, Sandro Cavallari, Roy E. Welsch
Genetic Programming for Domain Adaptation in Product Reviews. CEC (2020)
Ensen Wu, Hongyan Cui, Roy E. Welsch
Dual Autoencoders Generative Adversarial Network for Imbalanced Classification Problem. IEEE Access 8 (2020)
Aamna Al Shehhi, Justin Thomas, Roy E. Welsch, Ian Grey, Zeyar Aung
Arabia Felix 2.0: a cross-linguistic Twitter analysis of happiness patterns in the United Arab Emirates. J. Big Data 6 (2019)
Frank Z. Xing, Erik Cambria, Roy E. Welsch
Growing semantic vines for robust asset allocation. Knowl. Based Syst. 165 (2019)
Frank Z. Xing, Erik Cambria, Roy E. Welsch
Intelligent Asset Allocation via Market Sentiment Views. IEEE Comput. Intell. Mag. 13 (4) (2018)
Frank Z. Xing, Erik Cambria, Roy E. Welsch
Natural language based financial forecasting: a survey. Artif. Intell. Rev. 50 (1) (2018)
Iti Chaturvedi, Erik Cambria, Roy E. Welsch, Francisco Herrera
Distinguishing between facts and opinions for sentiment analysis: Survey and challenges. Inf. Fusion 44 (2018)
Nai Chun Chen, Wanqin Xie, Roy E. Welsch, Kent Larson, Jenny Xie
Comprehensive Predictions of Tourists' Next Visit Location Based on Call Detail Records Using Machine Learning and Deep Learning Methods. BigData Congress (2017)
Mallory Bounds Sheth, Roy E. Welsch, Natasha Markuzon
The Univariate Flagging Algorithm (UFA): a Fully-Automated Approach for Identifying Optimal Thresholds in Data. CoRR (2016)
Shiwen Zhu, Roy E. Welsch, Paul Matsudaira
A method to quantify co-localization in biological images. EMBC (2016)
Iti Chaturvedi, Yew-Soon Ong, Ivor W. Tsang, Roy E. Welsch, Erik Cambria
Learning word dependencies in text by means of a deep recurrent belief network. Knowl. Based Syst. 108 (2016)
Piyushkumar A. Mundra, Jie Zheng, Mahesan Niranjan, Roy E. Welsch, Jagath C. Rajapakse
Inferring Time-Delayed Gene Regulatory Networks Using Cross-Correlation and Sparse Regression. ISBRA (2013)
Shuoyu Xu, Dean Tai, Aileen Wee, Roy E. Welsch, Peter So, Hanry Yu, Jagath C. Rajapakse
Automated scoring of liver fibrosis through combined features from different collagen groups. EMBC (2011)
Merlin Veronika, Roy E. Welsch, Alvin Ng, Paul Matsudaira, Jagath C. Rajapakse
Correlation of cell membrane dynamics and cell motility. BMC Bioinform. 12 (S-13) (2011)
Fransiskus Xaverius Ivan, Roy E. Welsch, Vincent T. K. Chow, Jagath C. Rajapakse
Estimation of the population of neutrophils induced to differentiate from the MPRO mouse promyelocytic cell line. EMBC (2011)
Kristen M. Naegle, Roy E. Welsch, Michael B. Yaffe, Forest M. White, Douglas A. Lauffenburger
MCAM: Multiple Clustering Analysis Methodology for Deriving Hypotheses and Insights from High-Throughput Proteomic Datasets. PLoS Comput. Biol. 7 (7) (2011)
Shiwen Zhu, Paul Matsudaira, Roy E. Welsch, Jagath C. Rajapakse
Quantification of Cytoskeletal Protein Localization from High-Content Images. PRIB (2010)
Stefan Van Aelst, Roy E. Welsch, Ruben H. Zamar
Special issue on variable selection and robust procedures. Comput. Stat. Data Anal. 54 (12) (2010)
Tri-Dung Nguyen, Roy E. Welsch
Outlier detection and robust covariance estimation using mathematical programming. Adv. Data Anal. Classif. 4 (4) (2010)
Rajiv S. Menjoge, Roy E. Welsch
A diagnostic method for simultaneous feature selection and outlier identification in linear regression. Comput. Stat. Data Anal. 54 (12) (2010)
Tri-Dung Nguyen, Roy E. Welsch
Outlier detection and least trimmed squares approximation using semi-definite programming. Comput. Stat. Data Anal. 54 (12) (2010)
Merlin Veronika, James Evans, Paul Matsudaira, Roy E. Welsch, Jagath C. Rajapakse
Sub-population analysis based on temporal features of high content images. BMC Bioinform. 10 (S-15) (2009)
Lauren McCann, Roy E. Welsch
Robust variable selection using least angle regression and elemental set sampling. Comput. Stat. Data Anal. 52 (1) (2007)
Mark D. Longtin, Lawrence M. Wein, Roy E. Welsch
Sequential Screening in Semiconductor Manufacturing, I: Exploiting Spatial Dependence. Oper. Res. 44 (1) (1996)
David S. Bunch, David M. Gay, Roy E. Welsch
Algorithm 717: Subroutines for maximum likelihood and quasi-likelihood estimation of parameters in nonlinear regression models. ACM Trans. Math. Softw. 19 (1) (1993)
John E. Dennis Jr., David M. Gay, Roy E. Welsch
Algorithm 573: NL2SOL - An Adaptive Nonlinear Least-Squares Algorithm [E4]. ACM Trans. Math. Softw. 7 (3) (1981)
Roy E. Welsch
Graphics for data analysis. Comput. Graph. 2 (1) (1976)
Roy E. Welsch, Helge Bjaaland
Graphics for data analysis. SIGGRAPH (1974)