Yu-Lin He

Jiaqi Chen

Jiaxing Shen

Frontiers Comput. Sci., October, 2024

A novel overlapping minimization SMOTE algorithm for imbalanced classification.

[BibT_eX]

[DOI]

Xuan Lu

Frontiers Inf. Technol. Electron. Eng., September, 2024

A novel and efficient risk minimisation-based missing value imputation algorithm.

[BibT_eX]

[DOI]

Jia-Yin Yu

Xu Li

Knowl. Based Syst., 2024

Introduction to the special issue on recent advances on digital economy-oriented artificial intelligence.

[BibT_eX]

[DOI]

Sebastian Ventura

Ling Zhang

Eng. Appl. Artif. Intell., 2024

A multiple kernel-based kernel density estimator for multimodal probability density functions.

[BibT_eX]

[DOI]

Jia-Qi Chen

Yingchao Cheng

Eng. Appl. Artif. Intell., 2024

Real-Time 3D Occupancy Prediction via Geometric-Semantic Disentanglement.

[BibT_eX]

[DOI]

CoRR, 2024

A novel member enhancement-based clustering ensemble algorithm.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2024

Unleashing the Class-Incremental Learning Potential of Foundation Models by Virtual Feature Generation and Replay.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Cryogenic Oxide-VCSEL at 2.8 K Demonstrates Record Bandwidth f-3dB > 50 GHz, Pout > 14 mW and PAM-4 Data Rate up to 128 Gb/s.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Sniffing Threatening Open-World Objects in Autonomous Driving by Open-Vocabulary Models.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Distinguishing Textual Prompt Importance: Image-Guided Text Weighting for CLIP-Based Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Don't Turn a Blind Eye to Localization Noise: Localization Pseudo-label Correction and Learning for Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Image Coding for Analytics via Adversarially Augmented Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

A novel observation points-based positive-unlabeled learning algorithm.

[BibT_eX]

[DOI]

Xu Li

Manjing Zhang

CAAI Trans. Intell. Technol., December, 2023

Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis.

[BibT_eX]

[DOI]

Appl. Intell., October, 2023

Observation points classifier ensemble for high-dimensional imbalanced classification.

[BibT_eX]

[DOI]

Xu Li

Mianjie Li

CAAI Trans. Intell. Technol., June, 2023

Survey of Distributed Computing Frameworks for Supporting Big Data Analysis.

[BibT_eX]

[DOI]

Big Data Min. Anal., June, 2023

A novel correlation Gaussian process regression-based extreme learning machine.

[BibT_eX]

[DOI]

Manjing Zhang

Knowl. Inf. Syst., May, 2023

PSAC-PDB: Analysis and classification of protein structures.

[BibT_eX]

[DOI]

Qin Zhang

Comput. Biol. Medicine, May, 2023

A Hybrid Method to Measure Distribution Consistency of Mixed-Attribute Datasets.

[BibT_eX]

[DOI]

De-Fa Huang

IEEE Trans. Artif. Intell., February, 2023

Wireless Network Slice Assignment With Incremental Random Vector Functional Link Network.

[BibT_eX]

[DOI]

Laizhong Cui

Chengwen Luo

Ponnuthurai Nagaratnam Suganthan

IEEE Trans. Netw. Sci. Eng., 2023

Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

USD: Unknown Sensitive Detector Empowered by Decoupled Objectness and Segment Anything Model.

[BibT_eX]

[DOI]

CoRR, 2023

Pseudo-label Correction and Learning For Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Random vector functional link network with subspace-based local connections.

[BibT_eX]

[DOI]

Zhen-Hao Yuan

Appl. Intell., 2023

Input Uncertainty Quantification Via Simulation Bootstrapping.

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2023

Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Birds of a Feather Purchase Together: Accurate Social Network Inference using Transaction Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

Adaptive Scale and Spatial Aggregation for Real-Time Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional Classification and Regression.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Creating synthetic minority class samples based on autoencoder extreme learning machine.

[BibT_eX]

[DOI]

Shengsheng Xu

Pattern Recognit., 2022

Correction to: Recent advances in multiple criteria decision making techniques.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2022

Recent advances in multiple criteria decision making techniques.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2022

A novel dependency-oriented mixed-attribute data classification method.

[BibT_eX]

[DOI]

Guiliang Ou

Ponnuthurai Nagaratnam Suganthan

Expert Syst. Appl., 2022

LCIM: Mining Low Cost High Utility Itemsets.

[BibT_eX]

[DOI]

Naji Alhusaini

Youxi Wu

Debdatta Bhattacharya

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2022

MaxFEM: Mining Maximal Frequent Episodes in Complex Event Sequences.

[BibT_eX]

[DOI]

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2022

Auto-Encoding Independent Attribute Transformation for Naive Bayesian Classifier.

[BibT_eX]

[DOI]

Guiliang Ou

Proceedings of the International Joint Conference on Neural Networks, 2022

SCMT: Self-Correction Mean Teacher for Semi-supervised Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

DenMG: Density-Based Member Generation for Ensemble Clustering.

[BibT_eX]

[DOI]

Xueqin Du

Proceedings of the Workshop Proceedings of the 51st International Conference on Parallel Processing, 2022

Adaptive Pseudo Labeling for Source-Free Domain Adaptation in Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

GCMK: Detecting Spam Movie Review Based on Graph Convolutional Network Embedding Movie Background Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

A Novel Method to Create Synthetic Samples with Autoencoder Multi-layer Extreme Learning Machine.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022

FastTIRP: Efficient Discovery of Time-Interval Related Patterns.

[BibT_eX]

[DOI]

Yuechun Li

Proceedings of the Big Data Analytics - 10th International Conference, 2022

S-PDB: Analysis and Classification of SARS-CoV-2 Spike Protein Structures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

A Joint 2D-3D Complementary Network for Stereo Matching.

[BibT_eX]

[DOI]

Sensors, 2021

Fast and Accurate Lane Detection via Graph Structure and Disentangled Representation Learning.

[BibT_eX]

[DOI]

Sensors, 2021

Novel kernel density estimator based on ensemble unbiased cross-validation.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Improved I-nice clustering algorithm based on density peaks mechanism.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Exploiting Negative Learning for Implicit Pseudo Label Rectification in Source-Free Domain Adaptive Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Fast and Accurate Lane Detection via Frequency Domain Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

A Compressed Hidden Naive Bayesian Classifier.

[BibT_eX]

[DOI]

Guiliang Ou

Proceedings of the International Joint Conference on Neural Networks, 2021

PATR: A Novel Poisoning Attack Based on Triangle Relations Against Deep Learning-Based Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

A Two-Stage Missing Value Imputation Method Based on Autoencoder Neural Network.

[BibT_eX]

[DOI]

Jiayin Yu

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Random Sample Partition-Based Clustering Ensemble Algorithm for Big Data.

[BibT_eX]

[DOI]

Xueqin Du

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

AttENT: Domain-Adaptive Medical Image Segmentation via Attention-Aware Translation and Adversarial Entropy Minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Tri-Directional Tasks Complementary Learning for Unsupervised Domain Adaptation of Cross-modality Medical Image Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Application of Computed Tomographic Image Reconstruction Algorithms Based on Filtered Back-Projection in Diagnosis of Bone Trauma Diseases.

[BibT_eX]

[DOI]

Xianyu Li

Qun Hua

J. Medical Imaging Health Informatics, 2020

A new approach to solve opinion dynamics on complex networks.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

A Robust k-Means Clustering Algorithm Based on Observation Point Mechanism.

[BibT_eX]

[DOI]

Complex., 2020

An Incremental Kernel Density Estimator for Data Stream Computation.

[BibT_eX]

[DOI]

Complex., 2020

ANU-Net: Attention-based nested U-Net to exploit full resolution features for medical image segmentation.

[BibT_eX]

[DOI]

Comput. Graph., 2020

Novel electricity pattern identification system based on improved I-nice algorithm.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2020

CenterRepp: Predict Central Representative Point Set's Distribution For Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Attribute Bagging-Based Extreme Learning Machine.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Observation Points-Based Particle Swarm Optimization Algorithm.

[BibT_eX]

[DOI]

Shengsheng Xu

Proceedings of the 7th IEEE International Conference on Cyber Security and Cloud Computing, 2020

Clustering Ensembles Based on Probability Density Function Estimation.

[BibT_eX]

[DOI]

Yingyan Wu

Proceedings of the 7th IEEE International Conference on Cyber Security and Cloud Computing, 2020

A Generalized Denoising Method with an Optimized Loss Function for Automated Bird Sound Recognition.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Computer and Communication Systems, 2020

2019

Random Sample Partition: A Distributed Data Model for Big Data Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Real-Time Global Ionospheric Map and Its Application in Single-Frequency Positioning.

[BibT_eX]

[DOI]

Sensors, 2019

Exploring and cleaning big data with random sample data blocks.

[BibT_eX]

[DOI]

J. Big Data, 2019

A new kernel density estimator based on the minimum entropy of data set.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Latent Feature Group Learning for High-Dimensional Data Clustering.

[BibT_eX]

[DOI]

Inf., 2019

An Asymptotic Ensemble Learning Framework for Big Data Analysis.

[BibT_eX]

[DOI]

IEEE Access, 2019

Neural Network-Based Deep Encoding for Mixed-Attribute Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2019

A Quantitative Analysis Platform for PD-L1 Immunohistochemistry based on Point-level Supervision Model.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Further improvements on extreme learning machine for interval neural network.

[BibT_eX]

[DOI]

Li-fen Yang

Chong Liu

Hao Long

Neural Comput. Appl., 2018

Uncertain principal-agent models for providing information service with moral hazards.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2018

SGB-ELM: An Advanced Stochastic Gradient Boosting-Based Ensemble Scheme for Extreme Learning Machine.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2018

Determining the optimal temperature parameter for Softmax function in reinforcement learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

Random weight network-based fuzzy nonlinear regression for trapezoidal fuzzy number data.

[BibT_eX]

[DOI]

Chenghao Wei

Hao Long

Appl. Soft Comput., 2018

Particle Swarm Optimization-Based Weighted-Nadaraya-Watson Estimator.

[BibT_eX]

[DOI]

Jie Jiang

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

A Two-Stage Data Processing Algorithm to Generate Random Sample Partitions for Big Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing - CLOUD 2018, 2018

2017

Comments on "Local coupled extreme learning machine".

[BibT_eX]

[DOI]

Wan-Guo Yu

Xu Zhou

Neural Comput. Appl., 2017

Extreme learning machine with fuzzy input and fuzzy output for fuzzy regression.

[BibT_eX]

[DOI]

Hai-Tao Liu

Jing Wang

Neural Comput. Appl., 2017

Toward an efficient fuzziness based instance selection methodology for intrusion detection system.

[BibT_eX]

[DOI]

De-gang Chen

Int. J. Mach. Learn. Cybern., 2017

Fuzziness based semi-supervised learning approach for intrusion detection system.

[BibT_eX]

[DOI]

Inf. Sci., 2017

A Random Sample Partition Data Model for Big Data Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

Self-adaptive Weighted Extreme Learning Machine for Imbalanced Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

Improving Generalization Capability of Extreme Learning Machine with Synthetic Instances Generation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

I-Sampling: A New Block-Based Sampling Method for Large-Scale Dataset.

[BibT_eX]

[DOI]

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

2016

Impact of Variances of Random Weights and Biases on Extreme Learning Machine.

[BibT_eX]

[DOI]

Xiao Tao

Xu Zhou

J. Softw., 2016

An Improved Local Coupled Extreme Learning Machine.

[BibT_eX]

[DOI]

J. Softw., 2016

Exact and approximate algorithms for discounted {0-1} knapsack problem.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Fuzzy nonlinear regression analysis using a random weight network.

[BibT_eX]

[DOI]

Inf. Sci., 2016

An approach to sample selection from big data for classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016

Empirical analysis of asymptotic ensemble learning for big data.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016

2015

Learning ELM-Tree from big data based on uncertainty reduction.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2015

OWA operator based link prediction ensemble for social network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Use Correlation Coefficients in Gaussian Process to Train Stable ELM Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

2014

Non-Naive Bayesian Classifiers for Classification Problems With Continuous Attributes.

[BibT_eX]

[DOI]

Xi-Zhao Wang

Debby Dan Wang

IEEE Trans. Cybern., 2014

Domain ontology graph model and its application in Chinese text classification.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2014

A set covering based approach to find the reduct of variable precision rough set.

[BibT_eX]

[DOI]

James N. K. Liu

Yan-Xing Hu

Inf. Sci., 2014

Bayesian classifiers based on probability density estimation and their applications to simultaneous fault diagnosis.

[BibT_eX]

[DOI]

Inf. Sci., 2014

A study on residence error of training an extreme learning machine and its application to evolutionary algorithms.

[BibT_eX]

[DOI]

Neurocomputing, 2014

A study on relationships between heuristics and optimal cuts in decision tree induction.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2014

A hybrid algorithm for recommendation twitter peers.

[BibT_eX]

[DOI]

Proceedings of the Symposium on Applied Computing, 2014

Integrating Local Information-based Link Prediction Algorithms with OWA Operator.

[BibT_eX]

[DOI]

Proceedings of the ICPRAM 2014, 2014

Comparative Analysis of Density Estimation Based Kernel Regression.

[BibT_eX]

[DOI]

Junying Chen

Proceedings of the Machine Learning and Cybernetics, 2014

A Further Investigation on the Reliability of Extreme Learning Machines.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

An advancing investigation on reduct and consistency for decision tables in Variable Precision Rough Set models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Regression ensemble with PSO algorithms based fuzzy integral.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

A New Method for Knowledge and Information Management Domain Ontology Graph Model.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2013

A Combined Position Evaluation Function in Chinese Chess Computer Game.

[BibT_eX]

[DOI]

Tingting Fu

Trans. Comput. Sci., 2013

Comparison of geometric and arithmetic means for bandwidth selection in Nadaraya-Watson kernel regression estimator.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012

Optimal bandwidth selection for re-substitution entropy estimation.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2012

Naive Bayesian Classifier Based on Neighborhood Probability.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2012

Improving kernel incapability by equivalent probability in flexible naïve Bayesian.

[BibT_eX]

[DOI]

James N. K. Liu

Proceedings of the FUZZ-IEEE 2012, 2012

2011

Particle swarm optimization for determining fuzzy measures from data.

[BibT_eX]

[DOI]

Inf. Sci., 2011

An approach to automatic development of interlocking logic based on Statechart.

[BibT_eX]

[DOI]

Xiangxian Chen