Xinzheng Niu

39 papers A 1C 3Journal 28Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ensemble adaptive libraries and inner-product sparse regression for robust nonlinear dynamics discovery.
Appl. Math. Comput.
Yuemei Jiang, Xinzheng Niu, Hao Chen, Jiahui Zhu, Kai Xie, Matjaz Perc
2026 J jnl
Modeling Continuous and Heterogeneous Spatio-Temporal Dependencies for Accurate Traffic Forecasting.
IEEE Internet Things J.
Mingxi Wen, Xinzheng Niu, Jiahui Zhu, Philippe Fournier-Viger
2026 J jnl
Multi-Scale Temporal Graph Contrastive Embedding for urban region representation.
Inf. Fusion
Yue Li, Xinzheng Niu, Jiahui Zhu, Shuai Wen, Fan Min
2025 — conf
A Multipurpose Protein Compressor Based on MDL and Genetic Algorithm.
BIBM
M. Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Xinzheng Niu, Mengqiu Li
2025 J jnl
STR: Spatio-temporal trajectory representation learning with dual-focus encoder for whole trajectory similarity computation.
Inf. Fusion
Mengqiu Li, Xinzheng Niu, Jiahui Zhu, Philippe Fournier-Viger, Youxi Wu
2025 J jnl
ULDC: uncertainty-based learning for deep clustering.
Appl. Intell.
Luyao Chang, Xinzheng Niu, Zhenghua Li, Zhiheng Zhang, Shenshen Li, Philippe Fournier-Viger
2024 J jnl
Efficient high utility itemset mining without the join operation.
Inf. Sci.
Yihe Yan, Xinzheng Niu, Zhiheng Zhang, Philippe Fournier-Viger, Libin Ye, Fan Min
2024 J jnl
STTraj2Vec: A spatio-temporal trajectory representation learning approach.
Knowl. Based Syst.
Jiahui Zhu, Xinzheng Niu, Fan Li, Yixuan Wang, Philippe Fournier-Viger, Kun She
2024 J jnl
TL-TSD: A two-layer traffic sub-area division framework based on trajectory clustering.
Eng. Appl. Artif. Intell.
Chang Liu, Xinzheng Niu, Yong Ma, Shiyun Shao, Bing Wang
2023 J jnl
ERCP: speedup path planning through clustering and presearching.
Appl. Intell.
Kun He, Xinzheng Niu, Xue-Yang Min, Fan Min
2023 A conf
Image-text Retrieval via Preserving Main Semantics of Vision.
ICME
Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Xudong Dai
2023 J jnl
Image-text Retrieval via Preserving Main Semantics of Vision.
CoRR
Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Xudong Dai
2023 J jnl
Using alignment-free and pattern mining methods for SARS-CoV-2 genome analysis.
Appl. Intell.
M. Saqib Nawaz, Philippe Fournier-Viger, Memoona Aslam, Wenjin Li, Yulin He, Xinzheng Niu
2022 J jnl
A graph based approach for mining significant places in trajectory data.
Inf. Sci.
Shimin Wang, Xinzheng Niu, Philippe Fournier-Viger, Dongmei Zhou, Fan Min
2022 J jnl
On a parallel spark workflow for frequent itemset mining based on array prefix-tree.
Concurr. Comput. Pract. Exp.
Xinzheng Niu, Peng Wu, Chase Q. Wu, Aiqin Hou, Mideng Qian
2022 J jnl
On a two-stage progressive clustering algorithm with graph-augmented density peak clustering.
Eng. Appl. Artif. Intell.
Xinzheng Niu, Yunhong Zheng, Wuji Liu, Chase Q. Wu
2022 J jnl
On an improved clustering algorithm based on node density for WSN routing protocol.
Clust. Comput.
Luyao Chang, Fan Li, Xinzheng Niu, Jiahui Zhu
2022 J jnl
Parallel grid-based density peak clustering of big trajectory data.
Appl. Intell.
Xinzheng Niu, Yunhong Zheng, Philippe Fournier-Viger, Bing Wang
2022 J jnl
Spatio-temporal trajectory anomaly detection based on common sub-sequence.
Appl. Intell.
Ling He, Xinzheng Niu, Ting Chen, Kejin Mei, Mao Li
2022 C conf
Two-Stage Traffic Clustering Based on HNSW.
IEA/AIE
Xu Zhang, Xinzheng Niu, Philippe Fournier-Viger, Bing Wang
2022 J jnl
UBP-Miner: An efficient bit based high utility itemset mining algorithm.
Knowl. Based Syst.
Peng Wu, Xinzheng Niu, Philippe Fournier-Viger, Cheng Huang, Bing Wang
2021 J jnl
An Approach to Spatiotemporal Trajectory Clustering Based on Community Detection.
Wirel. Commun. Mob. Comput.
Xin Wang, Xinzheng Niu, Jiahui Zhu, Zuoyan Liu
2021 — conf
COVID-19 Genome Analysis Using Alignment-Free Methods.
IEA/AIE (1)
M. Saqib Nawaz, Philippe Fournier-Viger, Xinzheng Niu, Youxi Wu, Jerry Chun-Wei Lin
2021 — conf
Fast Mining of Top-k Frequent Balanced Association Rules.
IEA/AIE (1)
Xiangyu Liu, Xinzheng Niu, Jieliang Kuang, Shenghan Yang, Pengpeng Liu
2021 J jnl
Fast Top-K association rule mining using rule generation property pruning.
Appl. Intell.
Xiangyu Liu, Xinzheng Niu, Philippe Fournier-Viger
2021 — conf
Map-Matching Based on HMM for Urban Traffic.
IEA/AIE (2)
Dongzi Chen, Xinzheng Niu, Philippe Fournier-Viger, Wenxin Wu, Bing Wang
2021 J jnl
On a clustering-based mining approach with labeled semantics for significant place discovery.
Inf. Sci.
Xinzheng Niu, Shimin Wang, Chase Q. Wu, Yuran Li, Peng Wu, Jiahui Zhu
2020 C conf
Distributed Density Peak Clustering of Trajectory Data on Spark.
IEA/AIE
Yunhong Zheng, Xinzheng Niu, Philippe Fournier-Viger, Fan Li, Lin Gao
2020 J jnl
Label-Based Trajectory Clustering in Complex Road Networks.
IEEE Trans. Intell. Transp. Syst.
Xinzheng Niu, Ting Chen, Chase Q. Wu, Jiajun Niu, Yuran Li
2020 J jnl
On a clustering-based mining approach for spatially and temporally integrated traffic sub-area division.
Eng. Appl. Artif. Intell.
Xinzheng Niu, Jiahui Zhu, Chase Q. Wu, Shimin Wang
2019 C conf
On a Clustering-Based Approach for Traffic Sub-area Division.
IEA/AIE
Jiahui Zhu, Xinzheng Niu, Chase Q. Wu
2019 — conf
On a Parallel Spark Workflow for Frequent Itemset Mining Based on Array Prefix-Tree.
WORKS@SC
Xinzheng Niu, Mideng Qian, Chase Q. Wu, Aiqin Hou
2017 J jnl
A label-based evolutionary computing approach to dynamic community detection.
Comput. Commun.
Xinzheng Niu, Weiyu Si, Chase Q. Wu
2016 J jnl
Kernel Recursive Least-Squares Temporal Difference Algorithms with Sparsification and Regularization.
Comput. Intell. Neurosci.
Chunyuan Zhang, Qingxin Zhu, Xinzheng Niu
2016 — conf
Multikernel Recursive Least-Squares Temporal Difference Learning.
ICIC (3)
Chunyuan Zhang, Qingxin Zhu, Xinzheng Niu
2015 — conf
Intelligent Mobile Framework Based on Swarm Computation.
CIT/IUCC/DASC/PICom
Xinzheng Niu, Dazhuang Su, Minhao Cheng
2014 J jnl
Feature Selection with Neighborhood Entropy-Based Cooperative Game Theory.
Comput. Intell. Neurosci.
Kai Zeng, Kun She, Xinzheng Niu
2014 J jnl
Research on Energy-Aware Topology Strategy Based on Wireless Sensor in Internet of Things.
Int. J. Comput. Intell. Syst.
Xuefei Tang, Xinzheng Niu, Shahzad Ali
2013 J jnl
Multi-Granulation Entropy and Its Applications.
Entropy
Kai Zeng, Kun She, Xinzheng Niu