Aiguo Wang

发表

Towards a Clustering Guided Hierarchical Framework for Sensor-Based Activity Recognition

D. S. Roy, Aiguo Wang, Shenghui Zhao, 2021, Sensors.

HybridizingmRMR and Harmony Search for Gene Selection and Classification of MicroarrayData

Ning An, Aiguo Wang, Gui Lin Chen, 2015 .

Lung nodule detection algorithm based on rank correlation causal structure learning

Aiguo Wang, Qiqi Chen, Jing Yang, 2022, Expert Syst. Appl..

A partial correlation-based Bayesian network structure learning algorithm under linear SEM

Aiguo Wang, Jing Yang, Lian Li, 2011, Knowl. Based Syst..

A new machine learning method for identifying Alzheimer's disease

Shenghui Zhao, Haibao Chen, Lin Liu, 2020, Simul. Model. Pract. Theory.

Subtype dependent biomarker identification and tumor classification from gene expression profiles

Gil Alterovitz, Guilin Chen, Li Liu, 2018, Knowl. Based Syst..

Wrapper-based gene selection with Markov blanket

Gil Alterovitz, Guilin Chen, Ning An, 2017, Comput. Biol. Medicine.

Improving PLS-RFE based gene selection for microarray data classification

Gil Alterovitz, Guilin Chen, Ning An, 2015, Comput. Biol. Medicine.

Accelerating wrapper-based feature selection with K-nearest-neighbor

Gil Alterovitz, Guilin Chen, Ning An, 2015, Knowl. Based Syst..

Incremental wrapper based gene selection with Markov blanket

Gil Alterovitz, Guilin Chen, Ning An, 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Microarray Missing Value Imputation: A Regularized Local Learning Method

Ning An, Lian Li, Aiguo Wang, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Regularized Sparse Modelling for Microarray Missing Value Estimation

Ning An, Aiguo Wang, Jing Yang, 2021, IEEE Access.

A global learning with local preservation method for microarray data imputation

Lili Jiang, Ning An, Ye Chen, 2016, Comput. Biol. Medicine.

HierHAR: Sensor-Based Data-Driven Hierarchical Human Activity Recognition

Shenghui Zhao, Guilin Chen, Li Liu, 2021, IEEE Sensors Journal.

A Comparative Study on Human Activity Recognition Using Inertial Sensors in a Smartphone

Shenghui Zhao, Guilin Chen, Chih-Yung Chang, 2016, IEEE Sensors Journal.

Chaotic Harmony Search based Multi-objective Feature Selection for Classification of Gene Expression Profiles

Aiguo Wang, Guilin Chen, Huancheng Liu, 2021, 2021 IEEE 9th International Conference on Bioinformatics and Computational Biology (ICBCB).

Locality adaptive preserving projections for linear dimensionality reduction

Shenghui Zhao, Guilin Chen, Jinjun Liu, 2020, Expert Syst. Appl..

Ensemble feature selection for stable biomarker identification and cancer classification from microarray expression data

Aiguo Wang, Guilin Chen, Jing Yang, 2022, Comput. Biol. Medicine.

Predicting hypertension without measurement: A non-invasive, questionnaire-based approach

Gil Alterovitz, Guilin Chen, Ning An, 2015, Expert Syst. Appl..

A Logistic Regression and Artificial Neural Network-Based Approach for Chronic Disease Prediction: A Case Study of Hypertension

Guilin Chen, Ning An, Yu Xia, 2014, 2014 IEEE International Conference on Internet of Things(iThings), and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom).

Towards Human Activity Recognition: A Hierarchical Feature Selection Framework

Guilin Chen, Ning An, Chih-Yung Chang, 2018, Sensors.

A classification scheme for analyzing mobile apps used to prevent and manage disease in late life.

Xin Lu, Aiguo Wang, Sue Levkoff, 2014, JMIR mHealth and uHealth.

Evaluation of Random Forest for Complex Human Activity Recognition Using Wearable Sensors

Aiguo Wang, Chundi Zheng, Liang Zhao, 2020, 2020 International Conference on Networking and Network Applications (NaNA).

Human Activity Recognition in a Smart Home Environment with Stacked Denoising Autoencoders

Guilin Chen, Li Liu, Cuijuan Shang, 2016, WAIM Workshops.

Streaming feature-based causal structure learning algorithm with symmetrical uncertainty

Xiaoxue Guo, Kui Yu, Ning An, 2018, Inf. Sci..

Activities of Daily Living Recognition With Binary Environment Sensors Using Deep Learning: A Comparative Study

Chih-Yung Chang, Jing Yang, Guilin Chen, 2021, IEEE Sensors Journal.

Latent feature learning for activity recognition using simple sensors in smart homes

Chih-Yung Chang, Aiguo Wang, Shenghui Zhao, 2018, Multimedia Tools and Applications.

Web-Age Information Management

Cuijuan Shang, Li Liu, Aiguo Wang, 2016, Lecture Notes in Computer Science.

Causal discovery based on healthcare information

Gil Alterovitz, Ning An, Lian Li, 2013, 2013 IEEE International Conference on Bioinformatics and Biomedicine.

Deep Learning Models for Cancer Classification from Microarray Gene Expression Profiles

Aiguo Wang, Qi Hu, 2023, 2023 IEEE 3rd International Conference on Computer Communication and Artificial Intelligence (CCAI).