百晓学者学者目录

李爱民

副教授、教授、研究员、硕导，西安理工大学

精选作品

期刊论文

2026

内陆河湖水质遥感反演研究进展

李爱民，马欣悦，成子怡

《时空信息学报》

2025

基于卷积神经网络的河流水体浊度遥感反演方法

李爱民，袁铮，郭振强，成子怡

《地球信息科学学报》

2025

Hi-Enhancer: a two-stage framework for prediction and localization of enhancers based on Blending-KAN and Stacking-Auto models

Aimin Li, Haotian Zhou, Rong Fei, Zou Juntao, Xiguo Yuan, Yajun Liu, Saurav Mallik, Xinhong Hei, Lei Wang

Bioinformatics

DOI

2024

Prediction of miRNA family based on class-incremental learning

Yajun Liu, Lulu Qiu, Aimin Li, Rong Fei, Junhuai Li, Fang‐Xiang Wu

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2024

EfficientNet-resDDSC: A Hybrid Deep Learning Model Integrating Residual Blocks and Dilated Convolutions for Inferring Gene Causality in Single-Cell Data

Aimin Li, Mingyue Li, Rong Fei, Saurav Mallik, Bo Hu, Yue Yu

Interdisciplinary Sciences Computational Life Sciences

DOI

2024

PLEKv2: predicting lncRNAs and mRNAs based on intrinsic sequence features and the coding-net model

Aimin Li, Haotian Zhou, Siqi Xiong, Junhuai Li, Saurav Mallik, Rong Fei, Yajun Liu, Hongfang Zhou, Xiaofan Wang, Xinhong Hei, Lei Wang

BMC Genomics

DOI

2023

卷积神经网络模型的遥感反演水质参数COD

李爱民，范猛，秦光铎，王海隆，许有成

《光谱学与光谱分析》

2023

MLPPF: Multi-Label Prediction of piRNA Functions Based on Pretrained k-mer, Positional Embedding and an Improved TextRNN Model

Yajun Liu, Ru Li, Lu Yang, Aimin Li, Zhirui Wang, Wei Li

Electronics

DOI

2023

A novel and innovative cancer classification framework through a consecutive utilization of hybrid feature selection

Rajul Mahto, Saboor Uddin Ahmed, Rizwan Ur Rahman, Rabia Musheer Aziz, Priyanka Roy, Saurav Mallik, Aimin Li, Mohd Asif Shah

BMC Bioinformatics

DOI

2023

Prediction of piRNA-mRNA interactions based on an interactive inference network

Yajun Liu, Ru Li, Aimin Li, Rong Fei, Xie Guo, Fang‐Xiang Wu

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2023

Identifying Genetic Signatures from Single-Cell RNA Sequencing Data by Matrix Imputation and Reduced Set Gene Clustering

Soumita Seth, Saurav Mallik, Atikul Islam, Tapas Bhadra, Arup Roy, Pawan Kumar Singh, Aimin Li, Zhongming Zhao

Mathematics

DOI

2023

CPPVec: an accurate coding potential predictor based on a distributed representation of protein sequence

Chao Wei, Zhiwei Ye, Junying Zhang, Aimin Li

BMC Genomics

DOI

2023

piRSNP: A Database of piRNA- related SNPs and their Effects on Cancerrelated piRNA Functions

Yajun Liu, Aimin Li, Yingda Zhu, Xinchao Pang, Xinhong Hei, Guo Xie, Fang‐Xiang Wu

Current Bioinformatics

DOI

2023

Editorial: Artificial intelligence for extracting phenotypic features and disease subtyping applied to single-cell sequencing data

Saurav Mallik, Anirban Mukhopadhyay, Aimin Li, Gabriel Odom, Namrata Tomar

Frontiers in Genetics

DOI

2023

A Single-Cell Imputation Method Based on Mixture Models and Neural Networks

Aimin Li, Junjie Niu, Siqi Xiong, Fengqing Dang

Communications in computer and information science

DOI

2022

Prediction of exosomal piRNAs based on deep learning for sequence embedding with attention mechanism

Yajun Liu, Yulian Ding, Aimin Li, Rong Fei, Xie Guo, Fang‐Xiang Wu

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2022

Multifactorial feature extraction and site prognosis model for protein methylation data

Monika Khandelwal, Ranjeet Kumar Rout, Saiyed Umer, Saurav Mallik, Aimin Li

Briefings in Functional Genomics

DOI

2022

MTHSA-DHEI: multitasking harmony search algorithm for detecting high-order SNP epistatic interactions

Shouheng Tuo, Chao Li, Fan Liu, Aimin Li, Lang He, Zong Woo Geem, Junliang Shang, Haiyan Liu, YanLing Zhu, Zengyu Feng, TianRui Chen

Complex & Intelligent Systems

DOI

2022

AngClust: Angle Feature-Based Clustering for Short Time Series Gene Expression Profiles

Aimin Li, Siqi Xiong, Junhuai Li, Saurav Mallik, Yajun Liu, Rong Fei, Hongfang Zhou, Guang‐Ming Liu

IEEE Transactions on Computational Biology and Bioinformatics

DOI

2022

A Novel Multitasking Ant Colony Optimization Method for Detecting Multiorder SNP Interactions

Shouheng Tuo, Chao Li, Fan Liu, YanLing Zhu, TianRui Chen, Zengyu Feng, Haiyan Liu, Aimin Li

Interdisciplinary Sciences Computational Life Sciences

DOI

2021

Prediction of Cancer-Related piRNAs Based on Network-Based Stratification Analysis

Yajun Liu, Guo Xie, Aimin Li, Zongzhen He, Xinhong Hei

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2021

Identifying Protein Complexes With Clear Module Structure Using Pairwise Constraints in Protein Interaction Networks

Guangming Liu, Бо Лю, Aimin Li, Xiaofan Wang, Jian Qiao Yu, Xuezhong Zhou

Frontiers in Genetics

DOI

2021

Computational Methods and Online Resources for Identification of piRNA-Related Molecules

Yajun Liu, Aimin Li, Guo Xie, Guangming Liu, Xinhong Hei

Interdisciplinary Sciences Computational Life Sciences

DOI

2020

H19, a Long Non-coding RNA, Mediates Transcription Factors and Target Genes through Interference of MicroRNAs in Pan-Cancer

Aimin Li, Saurav Mallik, Haidan Luo, Peilin Jia, Dung‐Fang Lee, Zhongming Zhao

Molecular Therapy — Nucleic Acids

DOI

2020

MicroRNA and transcription factor co-regulatory networks and subtype classification of seminoma and non-seminoma in testicular germ cell tumors

Guimin Qin, Saurav Mallik, Ramkrishna Mitra, Aimin Li, Peilin Jia, Christine M. Eischen, Zhongming Zhao

Scientific Reports

DOI

2019

MicroRNA-374a, -4680, and -133b suppress cell proliferation through the regulation of genes associated with human cleft palate in cultured human palate cells

Akiko Suzuki, Aimin Li, Mona V. Gajera, Nada Abdallah, Musi Zhang, Zhongming Zhao, Junichi Iwata

BMC Medical Genomics

DOI

2019

Critical microRNAs and regulatory motifs in cleft palate identified by a conserved miRNA–TF–gene network approach in humans and mice

Aimin Li, Peilin Jia, Saurav Mallik, Rong Fei, Hiroki Yoshioka, Akiko Suzuki, Junichi Iwata, Zhongming Zhao

Briefings in Bioinformatics

DOI

2019

Network-based identification of critical regulators as putative drivers of human cleft lip

Aimin Li, Guimin Qin, Akiko Suzuki, Mona V. Gajera, Junichi Iwata, Peilin Jia, Zhongming Zhao

BMC Medical Genomics

DOI

2018

Genome wide analyses uncover allele-specific RNA editing in human and mouse

Zhongyin Zhou, Yue Hu, Aimin Li, Yingju Li, Hui Zhao, Siqi Wang, Newton Otieno Otecko, Dejiu Zhang, Jinhuan Wang, Yajun Liu, David M. Irwin, Yan Qin, Ya‐Ping Zhang

Nucleic Acids Research

DOI

2018

Prediction of cancer-associated piRNA–mRNA and piRNA–lncRNA interactions by integrated analysis of expression and sequence data

Yajun Liu, Junying Zhang, Aimin Li, Zhaowen Liu, Zhongzhen He, Xiguo Yuan, Shouheng Tuo

Tsinghua Science & Technology

DOI

2017

基于数据挖掘技术的山西省山洪灾害预警决策支持系统研究

李爱民，付文博

《水利科学与寒区工程》

2017

Genome-wide discovery of long intergenic noncoding RNAs and their epigenetic signatures in the rat

Aimin Li, Zhongyin Zhou, Xinhong Hei, Newton Otieno Otecko, Junying Zhang, Yajun Liu, Hongfang Zhou, Zhiqiang Zhao, Lei Wang

Scientific Reports

DOI

2017

Identification of PIWI-interacting RNA modules by weighted correlation network analysis

Yajun Liu, Junying Zhang, Aimin Li, Yuanyuan Zhang, Yaoyao Li, Xiguo Yuan, Zhongzhen He, Zhaowen Liu, Shouheng Tuo

Cluster Computing

DOI

2017

PigVar: a database of pig variations and positive selection signatures

Zhongyin Zhou, Aimin Li, Newton Otieno Otecko, Liu Yan-hu, David M. Irwin, Lu Wang, Adeniyi C. Adeola, Junying Zhang, Hai‐Bing Xie, Yaping Zhang

Database

DOI

2016

Detection of Piwi-interacting RNAs based on sequence features

Yijin Liu, Jason Zhang, Aimin Li, Zhuixing Liu, Yun Zhang, Xiaohan Sun

Genetics and Molecular Research

DOI

2015

DNA methylation signatures of long intergenic noncoding RNAs in porcine adipose and muscle tissues

Zhongyin Zhou, Aimin Li, Ligang Wang, David M. Irwin, Liu Yan-hu, Dan Xu, Xu-Man Han, Lu Wang, Shi‐Fang Wu, Lixian Wang, Hai‐Bing Xie, Ya‐Ping Zhang

Scientific Reports

DOI

2015

Genome‐scale identification of mi RNA – mRNA and mi RNA –lnc RNA interactions in domestic animals

Aimin Li, J. Zhang, Zhongyin Zhou, Leilei Wang, Xiaohan Sun, Yongchao Liu

Animal Genetics

DOI

2015

Diversified Control Paths: A Significant Way Disease Genes Perturb the Human Regulatory Network

Bingbo Wang, Lin Gao, Qingfang Zhang, Aimin Li, Yue Deng, Xingli Guo

PLoS ONE

DOI

2015

ALDB: A Domestic-Animal Long Noncoding RNA Database

Aimin Li, Junying Zhang, Zhongyin Zhou, Lei Wang, Yujuan Liu, Yajun Liu

PLoS ONE

DOI

2014

PLEK: a tool for predicting long non-coding RNAs and messenger RNAs based on an improved k-mer scheme

Aimin Li, Junying Zhang, Zhongyin Zhou

BMC Bioinformatics

DOI

2014

Genome-Wide Identification of Long Intergenic Noncoding RNA Genes and Their Potential Association with Domestication in Pigs

Zhongyin Zhou, Aimin Li, Adeniyi C. Adeola, Liu Yan-hu, David M. Irwin, Hai‐Bing Xie, Ya‐Ping Zhang

Genome Biology and Evolution

DOI

预印本

2024

Unveiling Molecular Markers and Prediction of Stomach Cancer from Transcriptomic Profile: A Comprehensive Study of Feature Mining and Learning-based Algorithm

Kasmika Borah, Himanish Shekhar Das, Barun Barua, Somenath Chakraborty, Aimin Li, Saurav Mallik, Mohd Asif Shah

Research Square

DOI

2020

Worldwide tracing of mutations and the evolutionary dynamics of SARS-CoV-2

Zhongyin Zhou, Hang Liu, Yuedong Zhang, Yue-Dong Zhang, Yinqiao Wu, Min‐Sheng Peng, Aimin Li, David M. Irwin, Haipeng Li, Jian Lü, Yīmíng Bào, Xuemei Lu, Di Liu, Ya-Ping Zhang, Ya-Ping Zhang

bioRxiv (Cold Spring Harbor Laboratory)

DOI

研究方向

机器学习深度学习数据挖掘计算生物信息学计算生物医学

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