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Big Data Mining and Analytics

中文名称：大数据挖掘与分析

ISSN：2096-0654
出版周期：Quarterly

发文量：18

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1.Bayesian analysis of complex mutations in HBV, HCV, and HIV studies

机译：HBV，HCV和HIV研究中复杂突变的贝叶斯分析
- 作者：Bing Liu;Shishi Feng;Xuan Guo;Jing Zhang
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第3期
- Bayes methods;
- Viruses (medical);
- Immune system;
- Medical treatment;
- Proteins;
- Genomics;
- Bioinformatics;
2.Feature selection with graph mining technology

机译：使用图挖掘技术进行特征选择
- 作者：Thosini Bamunu Mudiyanselage;Yanqing Zhang
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第2期
- Feature extraction;
- Sparse matrices;
- Data mining;
- Clustering algorithms;
- Big Data;
- Optimization;
- Learning systems;
3.High performance frequent subgraph mining on transaction datasets: A survey and performance comparison

机译：交易数据集上的高性能频繁子图挖掘：调查和性能比较
- 作者：Bismita S. Jena;Cynthia Khan;Rajshekhar Sunderraman
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第3期
- Data mining;
- Databases;
- Chemical compounds;
- Social networking (online);
- Big Data;
- Bioinformatics;
- Computational modeling;
4.Model error correction in data assimilation by integrating neural networks

机译：集成神经网络的数据同化中的模型错误校正
- 作者：Jiangcheng Zhu;Shuang Hu;Rossella Arcucci;Chao Xu;Jihong Zhu;Yi-ke Guo
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第2期
- Artificial neural networks;
- Training;
- Mathematical model;
- Data models;
- Data assimilation;
- Predictive models;
5.Multi-class sentiment analysis on twitter: Classification performance and challenges

机译：Twitter上的多类别情感分析：分类性能和挑战
- 作者：Mondher Bouazizi;Tomoaki Ohtsuki
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第3期
- Feature extraction;
- Sentiment analysis;
- Twitter;
- Task analysis;
- Data mining;
- Companies;
- Big Data;
6.A non-redundant benchmark for symmetric protein docking

机译：对称蛋白质对接的非冗余基准
- 作者：Yumeng Yan;Sheng-You Huang
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第2期
- Proteins;
- Benchmark testing;
- Prediction algorithms;
- Big Data;
- Data mining;
- Biological processes;
7.Efficient preference clustering via random fourier features

机译：通过随机傅立叶特征进行有效的偏好聚类
- 作者：Jingshu Liu;Li Wang;Jinglei Liu
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第3期
8.Spreading social influence with both positive and negative opinions in online networks

机译：在在线网络中以正面和负面的观点传播社会影响
- 作者：Jing S. He;Meng Han;Shouling Ji;Tianyu Du;Zhao Li
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第2期
- Social networking (online);
- Approximation algorithms;
- Greedy algorithms;
- Analytical models;
- Optimization;
- Insulators;
- Probabilistic logic;
9.A semi-supervised deep network embedding approach based on the neighborhood structure

机译：基于邻域结构的半监督深度网络嵌入方法
- 作者：Wenmao Wu;Zhizhou Yu;Jieyue He
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第3期
- Task analysis;
- Neural networks;
- Deep learning;
- Data mining;
- Laplace equations;
- Big Data;
- Support vector machines;
10.Towards understanding the security of modern image captchas and underground captcha-solving services

机译：理解现代图像验证码和地下验证码服务的安全性
- 作者：Haiqin Weng;Binbin Zhao;Shouling Ji;Jianhai Chen;Ting Wang;Qinming He;Raheem Beyah
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第2期
- CAPTCHAs;
- Security;
- Image recognition;
- Google;
- Semantics;
- Facebook;
- Best practices;
11.Statistical learning for semantic parsing: A survey

机译：语义解析的统计学习：一项调查
- 作者：Qile Zhu;Xiyao Ma;Xiaolin Li
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第4期
- Semantics;
- Grammar;
- Knowledge based systems;
- Natural languages;
- Deep learning;
- Joining processes;
- Statistical learning;
12.A novel clustering technique for efficient clustering of big data in Hadoop Ecosystem

机译：一种用于Hadoop生态系统中大数据高效集群的新颖集群技术
- 作者：Sunil Kumar;Maninder Singh
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第4期
- Clustering algorithms;
- Big Data;
- Ocean temperature;
- Data mining;
- Meteorology;
- Partitioning algorithms;
- Temperature control;
13.Network representation based on the joint learning of three feature views

机译：基于三个特征视图的联合学习的网络表示
- 作者：Zhonglin Ye;Haixing Zhao;Ke Zhang;Zhaoyang Wang;Yu Zhu
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第4期
- Prediction algorithms;
- Task analysis;
- Optimization;
- Probability;
- Neural networks;
- Matrix decomposition;
- Sparse matrices;
14.Prediction of miRNA-circRNA associations based on

机译：基于以下内容的miRNA-circRNA关联预测
- 作者：Zengqiang Fang;Xiujuan Lei
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第4期
- Heterogeneous networks;
- RNA;
- Diseases;
- Prediction algorithms;
- Matrix converters;
- Databases;
15.Tweetluenza: Predicting flu trends from twitter data

机译：Tweetluenza：从Twitter数据预测流感趋势
- 作者：Balsam Alkouz;Zaher Al Aghbari;Jemal Hussien Abawajy
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第4期
- Twitter;
- Hospitals;
- Surveillance;
- Diseases;
- Real-time systems;
- Public healthcare;
- Predictive models;
16.Clinical big data and deep learning: Applications, challenges, and future outlooks

机译：临床大数据和深度学习：应用程序，挑战和未来展望
- 作者：Ying Yu;Min Li;Liangliang Liu;Yaohang Li;Jianxin Wang
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第4期
- Deep learning;
- Medical diagnostic imaging;
- Diseases;
- Big Data;
- Data models;
17.Selective ensemble learning method for belief-rule-base classification system based on PAES

机译：基于PAES的基于信念规则分类系统的选择性集成学习方法
- 作者：Wanling Liu;Weikun Wu;Yingming Wang;Yanggeng Fu;Yanqing Lin
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第4期
- Cognition;
- Optimization;
- Learning systems;
- Linear programming;
- Training;
- Erbium;
- Big Data;
18.LoSI: Large scale location inference through FM signal integration and estimation

机译：LoSI：通过FM信号集成和估计进行大规模位置推断
- 作者：Tathagata Mukherjee;Piyush Kumar;Debdeep Pati;Erik Blasch;Eduardo Pasiliao;Liqin Xu
- 期刊名称：《Big Data Mining and Analytics》 | 2019年第4期
- Global Positioning System;
- Frequency modulation;
- Estimation;
- Hardware;
- Computational modeling;
- Data models;
- Receivers;
19.Classification on grade, price, and region with multi-label and multi-target methods in wineinformatics

机译：在WineInformatics中对等级，价格和地区分类，价格和多目标方法
- 作者：James Palmer;Victor S. Sheng;Travis Atkison;Bernard Chen
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第1期
- beverages;
- information retrieval;
- pattern classification;
- production engineering computing;
- wine industry;
20.Sparse deep nonnegative matrix factorization

机译：稀疏深度非负矩阵分解
- 作者：Zhenxing Guo;Shihua Zhang
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第1期
21.A semi-supervised attention model for identifying authentic sneakers

机译：用于识别真实运动鞋的半监督关注模型
- 作者：Yang Yang;Nengjun Zhu;Yifeng Wu;Jian Cao;Dechuan Zhan;Hui Xiong
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第1期
- feature extraction;
- footwear;
- image classification;
- image representation;
- neural net architecture;
- object recognition;
- supervised learning;
22.On quantum methods for machine learning problems part I: Quantum tools

机译：关于机器学习问题的量子方法I：量子工具
- 作者：Farid Ablayev;Marat Ablayev;Joshua Zhexue Huang;Kamil Khadiev;Nailya Salikhova;Dingming Wu
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第1期
- learning (artificial intelligence);
- quantum computing;
- quantum entanglement;
23.On quantum methods for machine learning problems part II: Quantum classification algorithms

机译：关于机器学习问题的量子方法第II部分：量子分类算法
- 作者：Farid Ablayev;Marat Ablayev;Joshua Zhexue Huang;Kamil Khadiev;Nailya Salikhova;Dingming Wu
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第1期
- learning (artificial intelligence);
- pattern classification;
- quantum computing;
- search problems;
24.Mining conditional functional dependency rules on big data

机译：挖掘大数据的条件功能依赖规则
- 作者：Mingda Li;Hongzhi Wang;Jianzhong Li
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第1期
- Big Data;
- data handling;
- data integrity;
- data mining;
25.A survey of data partitioning and sampling methods to support big data analysis

机译：对支持大数据分析的数据分区和采样方法调查
- 作者：Mohammad Sultan Mahmud;Joshua Zhexue Huang;Salman Salloum;Tamer Z. Emara;Kuanishbay Sadatdiynov
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第2期
- Big Data;
- Distributed databases;
- Computational modeling;
- Data models;
- Computer architecture;
- Sampling methods;
26.Feature representations using the reflected rectified linear unit (RReLU) activation

机译：使用反射的整流线性单元（RRELU）激活功能表示
- 作者：Chaity Banerjee;Tathagata Mukherjee;Eduardo Pasiliao
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第2期
- Biological neural networks;
- Neurons;
- Machine learning;
- Training;
- Computational fluid dynamics;
- Task analysis;
27.Comparative study of statistical features to detect the target event during disaster

机译：灾害期间检测目标事件的统计特征比较研究
- 作者：Madichetty Sreenivasulu;M. Sridevi
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第2期
- Feature extraction;
- Support vector machines;
- Decision trees;
- Earthquakes;
- Task analysis;
- Tagging;
- Twitter;
28.Online real-time trajectory analysis based on adaptive time interval clustering algorithm

机译：基于自适应时间间隔聚类算法的在线实时轨迹分析
- 作者：Jianjiang Li;Huihui Jiao;Jie Wang;Zhiguo Liu;Jie Wu
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第2期
- Trajectory;
- Marine vehicles;
- Clustering algorithms;
- Real-time systems;
- Storms;
- Artificial intelligence;
- Big Data;
29.Text-based price recommendation system for online rental houses

机译：基于文本的在线租赁房屋的价格推荐系统
- 作者：Lujia Shen;Qianjun Liu;Gong Chen;Shouling Ji
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第2期
- Urban areas;
- Data models;
- Analytical models;
- Data mining;
- Feedforward systems;
- Pricing;
- Atmospheric modeling;
30.Error data analytics on RSS range-based localization

机译：基于RSS范围的定位的错误数据分析
- 作者：Shuhui Yang;Zimu Yuan;Wei Li
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第3期
31.Fast skyline community search in multi-valued networks

机译：在多价网络中的快速天际线社区搜索
- 作者：Dongxiao Yu;Lifang Zhang;Qi Luo;Xiuzhen Cheng;Jiguo Yu;Zhipeng Cai
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第3期
- multi-valued graph;
- community search;
- skyline community;
32.Applying big data based deep learning system to intrusion detection

机译：将基于大数据的深度学习系统应用于入侵检测
- 作者：Wei Zhong;Ning Yu;Chunyu Ai
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第3期
33.Gradient amplification: An efficient way to train deep neural networks

机译：梯度放大：培训深神经网络的有效方法
- 作者：Sunitha Basodi;Chunyan Ji;Haiping Zhang;Yi Pan
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第3期
- deep learning;
- gradient amplification;
- learning rate;
- backpropagation;
- vanishing gradients;
34.Novel and efficient randomized algorithms for feature selection

机译：专业选择的新颖有效随机算法
- 作者：Zigeng Wang;Xia Xiao;Sanguthevar Rajasekaran
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第3期
- feature selection;
- randomized algorithms;
- efficient selection;
35.Inference attacks on genomic data based on probabilistic graphical models

机译：基于概率图形模型的基因组数据的推论攻击
- 作者：Zaobo He;Junxiu Zhou
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第3期
- Single Nucleotide Polymorphism (SNP)-trait association;
- belief propagation;
- factor graph;
- data sanitization;
36.Call for papers: Special issue on deep learning and evolutionary computation for satellite imagery

机译：呼吁论文：卫星图像深度学习和进化计算的特殊问题
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第3期
37.New enhanced authentication protocol for Internet of Things

机译：用于物联网的新增强型身份验证协议
- 作者：Mourade Azrour;Jamal Mabrouki;Azedine Guezzaz;Yousef Farhaoui
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第1期
- Protocols;
- Authentication;
- Logic gates;
- Security;
- Internet of Things;
- Password;
- Wireless sensor networks;
38.Intelligent monitoring system for biogas detection based on the Internet of Things: Mohammedia, Morocco city landfill case

机译：基于事物互联网的沼气检测智能监测系统：摩洛哥，摩洛哥城填埋箱
- 作者：Jamal Mabrouki;Mourade Azrour;Ghizlane Fattah;Driss Dhiba;Souad El Hajjaji
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第1期
- Gas detectors;
- Sensors;
- Sensor systems;
- Temperature sensors;
- Monitoring;
- Microcontrollers;
- Internet of Things;
39.Mathematical validation of proposed machine learning classifier for heterogeneous traffic and anomaly detection

机译：基于机器学习分类器的数学验证，用于异构流量和异常检测
- 作者：Azidine Guezzaz;Younes Asimi;Mourade Azrour;Ahmed Asimi
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第1期
- Training;
- Machine learning algorithms;
- Machine learning;
- Mathematical model;
- Data models;
- Neurons;
- Anomaly detection;
40.IoT-based data logger for weather monitoring using arduino-based wireless sensor networks with remote graphical application and alerts

机译：基于IOT的数据记录器，用于使用基于Arduino的无线传感器网络与远程图形应用程序和警报的天气监控
- 作者：Jamal Mabrouki;Mourade Azrour;Driss Dhiba;Yousef Farhaoui;Souad El Hajjaji
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第1期
- Sensors;
- Temperature sensors;
- Temperature measurement;
- Monitoring;
- Humidity;
- Sensor systems;
- Internet of Things;
41.Improvement in automated diagnosis of soft tissues tumors using machine learning

机译：利用机器学习改善软组织肿瘤的自动诊断
- 作者：El Arbi Abdellaoui Alaoui;Stéphane Cédric Koumetio Tekouabou;Sri Hartini;Zuherman Rustam;Hassan Silkan;Said Agoujil
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第1期
- Tumors;
- Magnetic resonance imaging;
- Biological tissues;
- Computer architecture;
- Support vector machines;
- Muscles;
- Microprocessors;
42.Hybrid recommender system for tourism based on big data and AI: A conceptual framework

机译：基于大数据和AI的旅游的混合推荐制度：概念框架
- 作者：Khalid Al Fararni;Fouad Nafis;Badraddine Aghoutane;Ali Yahyaouy;Jamal Riffi;Abdelouahed Sabri
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第1期
- Recommender systems;
- Social networking (online);
- Planning;
- Meteorology;
- History;
- Big Data;
- Computer architecture;
43.Multivariate deep learning approach for electric vehicle speed forecasting

机译：电动汽车速度预测多变量深度学习方法
- 作者：Youssef Nait Malek;Mehdi Najib;Mohamed Bakhouya;Mohammed Essaaidi
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第1期
- Predictive models;
- Forecasting;
- Hidden Markov models;
- Roads;
- Training;
- Estimation;
- Task analysis;
44.Cloud-Based Intrusion Detection Approach Using Machine Learning Techniques

机译：Cloud-Based Intrusion Detection Approach Using Machine Learning Techniques
- 作者：Hanaa Attou;Azidine Guezzaz;Said BenkiraneMourade AzrourYousef Farhaoui
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
- Training;
- Support vector machines;
- Graphics;
- Machine learning algorithms;
- Cloud computing security;
- Intrusion detection;
- Feature extraction;
45.Impact of Mobile Technology and Use of Big Data in Physics Education During Coronavirus Lockdown

机译：Impact of Mobile Technology and Use of Big Data in Physics Education During Coronavirus Lockdown
- 作者：Edeh Michael Onyema;Rijwan Khan;Nwafor Chika EucheriaTribhuwan Kumar
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
- COVID-19;
- Portable computers;
- Pandemics;
- Distance learning;
- Education;
- Big Data;
- Physics education;
46.Copy-Move Forgery Verification in Images Using Local Feature Extractors and Optimized Classifiers

机译：Copy-Move Forgery Verification in Images Using Local Feature Extractors and Optimized Classifiers
- 作者：S. B. G. Tilak Babu;Ch Srinivasa Rao
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
- Training;
- Support vector machines;
- Sensitivity;
- Quantization (signal);
- Brightness;
- Transform coding;
- Feature extraction;
47.Call for Papers: Special Issue on Intelligent Network Video Advances Based on Transformers

机译：Call for Papers: Special Issue on Intelligent Network Video Advances Based on Transformers
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
48.Human Action Recognition Using Difference of Gaussian and Difference of Wavelet

机译：Human Action Recognition Using Difference of Gaussian and Difference of Wavelet
- 作者：Gopampallikar Vinoda Reddy;Kongara Deepika;Lakshmanan MalligaDuraivelu HemanandChinnadurai SenthilkumarSubburayalu GopalakrishnanYousef Farhaoui
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
- Dimensionality reduction;
- Merging;
- Dogs;
- Feature extraction;
- Information filters;
- Motion pictures;
- Wavelet analysis;
49.Extraction of Fetal Electrocardiogram by Combining Deep Learning and SVD-ICA-NMF Methods

机译：Extraction of Fetal Electrocardiogram by Combining Deep Learning and SVD-ICA-NMF Methods
- 作者：Said Ziani;Yousef Farhaoui;Mohammed Moutaib
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
50.Front Cover

机译：Front Cover
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
51.An Intelligent Heuristic Manta-Ray Foraging Optimization and Adaptive Extreme Learning Machine for Hand Gesture Image Recognition

机译：An Intelligent Heuristic Manta-Ray Foraging Optimization and Adaptive Extreme Learning Machine for Hand Gesture Image Recognition
- 作者：Seetharam Khetavath;Navalpur Chinnappan Sendhilkumar;Pandurangan MukunthanSelvaganesan JanaSubburayalu GopalakrishnanLakshmanan MalligaSankuru Ravi ChandYousef Farhaoui
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
- Image segmentation;
- Image recognition;
- Image color analysis;
- Extreme learning machines;
- Error analysis;
- Gesture recognition;
- Feature extraction;
52.Contents

机译：Contents
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
53.τSQWRL: A TSQL2-Like Query Language for Temporal Ontologies Generated from JSON Big Data

机译：τSQWRL: A TSQL2-Like Query Language for Temporal Ontologies Generated from JSON Big Data
- 作者：Zouhaier Brahmia;Fabio Grandi;Rafik Bouaziz
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
- OWL;
- Medical services;
- Ontologies;
- Big Data;
- Benchmark testing;
- Central Processing Unit;
- Proposals;
54.WTASR: Wavelet Transformer for Automatic Speech Recognition of Indian Languages

机译：WTASR: Wavelet Transformer for Automatic Speech Recognition of Indian Languages
- 作者：Tripti Choudhary;Vishal Goyal;Atul Bansal
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第1期
- Wavelet transforms;
- Time-frequency analysis;
- Error analysis;
- Soft sensors;
- Predictive models;
- Transformers;
- Wavelet analysis;
55.Editorial

机译：Editorial
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第4期
56.Survey on lie group machine learning

机译：Survey on lie group machine learning
- 作者：Mei Lu;Fanzhang Li
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第4期
- Machine learning;
- Algebra;
- Manifolds;
- Machine learning algorithms;
- Jacobian matrices;
- Three-dimensional displays;
- Nose;
57.Multi-attention fusion modeling for sentiment analysis of educational big data

机译：Multi-attention fusion modeling for sentiment analysis of educational big data
- 作者：Guanlin Zhai;Yan Yang;Heng WangShengdong Du
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第4期
- Two dimensional displays;
- Task analysis;
- Sentiment analysis;
- Data models;
- Data mining;
- Context modeling;
- Analytical models;
58.Survey on data analysis in social media: A practical application aspect

机译：Survey on data analysis in social media: A practical application aspect
- 作者：Qixuan Hou;Meng Han;Zhipeng Cai
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第4期
- Social networking (online);
- Data visualization;
- Blogs;
- Sentiment analysis;
- Data analysis;
- Pipelines;
- Buildings;
59.Closed-Form Models of Accuracy Loss due to Subsampling in SVD Collaborative Filtering

机译：Closed-Form Models of Accuracy Loss due to Subsampling in SVD Collaborative Filtering
- 作者：Samin Poudel;Marwan Bikdash
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第1期
- Analytical models;
- Symmetric matrices;
- Collaborative filtering;
- Mean square error methods;
- Predictive models;
- Data models;
- Regression analysis;
60.A deep-learning prediction model for imbalanced time series data forecasting

机译：A deep-learning prediction model for imbalanced time series data forecasting
- 作者：Chenyu Hou;Jiawei Wu;Bin CaoJing Fan
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第4期
- Forecasting;
- Time series analysis;
- Predictive models;
- Data models;
- Decoding;
- Optimization;
- Training;
61.LotusSQL: SQL engine for high-performance big data systems

机译：LotusSQL: SQL engine for high-performance big data systems
- 作者：Xiaohan Li;Bowen Yu;Guanyu FengHaojie WangWenguang Chen
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第4期
- Structured Query Language;
- Optimization;
- Engines;
- C++ languages;
- Sparks;
- Big Data;
- Query processing;
62.DeepRetention: A Deep Learning Approach for Intron Retention Detection

机译：DeepRetention: A Deep Learning Approach for Intron Retention Detection
- 作者：Zhenpeng Wu;Jiantao Zheng;Jiashu LiuCuixiang LinHong-Dong Li
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第2期
- Measurement;
- Deep learning;
- Sequential analysis;
- Convolution;
- Splicing;
- Training data;
- Brain modeling;
63.Denoising Graph Inference Network for Document-Level Relation Extraction

机译：Denoising Graph Inference Network for Document-Level Relation Extraction
- 作者：Hailin Wang;Ke Qin;Guiduo DuanGuangchun Luo
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第2期
- Steiner trees;
- Graphics;
- Semantics;
- Noise reduction;
- Training data;
- Forestry;
- Syntactics;
64.RF-PSSM: A Combination of Rotation Forest Algorithm and Position-Specific Scoring Matrix for Improved Prediction of Protein-Protein Interactions Between Hepatitis C Virus and Human

机译：RF-PSSM: A Combination of Rotation Forest Algorithm and Position-Specific Scoring Matrix for Improved Prediction of Protein-Protein Interactions Between Hepatitis C Virus and Human
- 作者：Xin Liu;Yaping Lu;Liang WangWei GengXinyi ShiXiao Zhang
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第1期
- Proteins;
- Support vector machines;
- Computer viruses;
- Liver diseases;
- Software algorithms;
- Feature extraction;
- Prediction algorithms;
65.Toward intelligent financial advisors for identifying potential clients: A multitask perspective

机译：Toward intelligent financial advisors for identifying potential clients: A multitask perspective
- 作者：Qixiang Shao;Runlong Yu;Hongke ZhaoChunli LiuMengyi ZhangHongmei SongQi Liu
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第1期
- Task analysis;
- Feature extraction;
- Portfolios;
- Training;
- Investment;
- Amplitude modulation;
- Data mining;
66.Sensitive integration of multilevel optimization model in human activity recognition for smartphone and smartwatch applications

机译：Sensitive integration of multilevel optimization model in human activity recognition for smartphone and smartwatch applications
- 作者：Samaher Al-Janabi;Ali Hamza Salman
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第2期
- Sensors;
- Biometrics (access control);
- Gyroscopes;
- Optimization;
- Intelligent sensors;
- Accelerometers;
- Internet of Things;
67.Front Cover

机译：Front Cover
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第1期
68.Contents

机译：Contents
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第3期
69.Sampling with prior knowledge for high-dimensional gravitational wave data analysis

机译：Sampling with prior knowledge for high-dimensional gravitational wave data analysis
- 作者：He Wang;Zhoujian Cao;Yue ZhouZong-Kuan GuoZhixiang Ren
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第1期
- Training;
- Gravitational waves;
- Data models;
- Bayes methods;
- Training data;
- Feature extraction;
- Principal component analysis;
70.Attention-aware heterogeneous graph neural network

机译：Attention-aware heterogeneous graph neural network
- 作者：Jintao Zhang;Quan Xu
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第4期
- Data mining;
- Graph neural networks;
- Feature extraction;
- Semantics;
- Aggregates;
- Tools;
- Task analysis;
71.News topic detection based on capsule semantic graph

机译：News topic detection based on capsule semantic graph
- 作者：Shuang Yang;Yan Tang
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第2期
- Feature extraction;
- Kernel;
- Semantics;
- Analytical models;
- Time complexity;
- Image edge detection;
- Correlation;
72.Satellite Image Classification Using a Hybrid Manta Ray Foraging Optimization Neural Network

机译：Satellite Image Classification Using a Hybrid Manta Ray Foraging Optimization Neural Network
- 作者：Amit Kumar Rai;Nirupama Mandal;Krishna Kant SinghIvan Izonin
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第1期
- Training;
- Satellites;
- Spirals;
- Radial basis function networks;
- Agriculture;
- Classification algorithms;
- Floods;
73.Front Cover

机译：Front Cover
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第2期
74.EScope: Effective Event Validation for IoT Systems Based on State Correlation

机译：EScope: Effective Event Validation for IoT Systems Based on State Correlation
- 作者：Jian Mao;Xiaohe Xu;Qixiao LinLiran MaJianwei Liu
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第2期
75.A mini-review of machine learning in big data analytics: Applications, challenges, and prospects

机译：A mini-review of machine learning in big data analytics: Applications, challenges, and prospects
- 作者：Isaac Kofi Nti;Juanita Ahia Quarcoo;Justice AningGodfred Kusi Fosu
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第2期
- Big Data;
- Machine learning;
- Task analysis;
- Support vector machines;
- Medical services;
- Market research;
- Hidden Markov models;
76.Understanding social relationships with person-pair relations

机译：Understanding social relationships with person-pair relations
- 作者：Hang Zhao;Haicheng Chen;Leilai LiHai Wan
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第2期
- Feature extraction;
- Message passing;
- Visualization;
- Task analysis;
- Predictive models;
- Electronic mail;
- Data mining;
77.A comparison of computational approaches for intron retention detection

机译：A comparison of computational approaches for intron retention detection
- 作者：Jiantao Zheng;Cuixiang Lin;Zhenpeng WuHong-Dong Li
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第1期
- MISO communication;
- Splicing;
- Sequential analysis;
- Gene expression;
- Cancer;
- Bioinformatics;
- Python;
78.Machine knowledge and human cognition

机译：Machine knowledge and human cognition
- 作者：Fashen Li;Lian Li;Jianping YinLiang HuangQingguo ZhouNing AnYong ZhangLi LiuJialin ZhangKun KuangLei YangZhixi WuLianchun Yu
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第4期
- Physics;
- Cognition;
- Artificial intelligence;
- Knowledge based systems;
- Computer science;
- Big Data;
- Turing machines;
79.A Method for Bio-Sequence Analysis Algorithm Development Based on the PAR Platform

机译：A Method for Bio-Sequence Analysis Algorithm Development Based on the PAR Platform
- 作者：Haipeng Shi;Huan Chen;Qinghong YangJun WangHaihe Shi
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第1期
- Sequences;
- Heuristic algorithms;
- Biological system modeling;
- Software algorithms;
- Programming;
- Feature extraction;
- Biology;
80.Effect of Feature Selection on the Prediction of Direct Normal Irradiance

机译：Effect of Feature Selection on the Prediction of Direct Normal Irradiance
- 作者：Mohamed Khalifa Boutahir;Yousef Farhaoui;Mourade AzrourImad ZeroualAhmad El Allaoui
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第4期
- Deep learning;
- Predictive models;
- Feature extraction;
- Prediction algorithms;
- Data models;
- Solar system;
- Solar radiation;
81.A survey on algorithms for intelligent computing and smart city applications

机译：A survey on algorithms for intelligent computing and smart city applications
- 作者：Zhao Tong;Feng Ye;Ming YanHong LiuSunitha Basodi
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第3期
- cyber physical systems;
- Internet of Things (IoT);
- intelligent computing algorithm;
- Quality of Service(QoS);
- smart city;
82.Contents

机译：Contents
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第2期
83.DFF-ResNet: An insect pest recognition model based on residual networks

机译：DFF-ResNet: An insect pest recognition model based on residual networks
- 作者：Wenjie Liu;Guoqing Wu;Fuji RenXin Kang
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第4期
- Residual neural networks;
- Insects;
- Convolution;
- Task analysis;
- Adaptation models;
- Optimization;
- Deep learning;
84.Efficacy of Bluetooth-Based Data Collection for Road Traffic Analysis and Visualization Using Big Data Analytics

机译：Efficacy of Bluetooth-Based Data Collection for Road Traffic Analysis and Visualization Using Big Data Analytics
- 作者：Ashish Rajeshwar Kulkarni;Narendra Kumar;K. Ramachandra Rao
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第2期
- Bluetooth;
- Data analysis;
- Roads;
- Data visualization;
- Big Data;
- Traffic control;
- Real-time systems;
85.Prediction of COVID-19 confirmed, death, and cured cases in India using random forest model

机译：Prediction of COVID-19 confirmed, death, and cured cases in India using random forest model
- 作者：Vishan Kumar Gupta;Avdhesh Gupta;Dinesh KumarAnjali Sardana
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第2期
- COVID-19;
- Viruses (medical);
- Predictive models;
- Random forests;
- Feature extraction;
- Data models;
- Animals;
86.Intelligent and adaptive web data extraction system using convolutional and long short-term memory deep learning networks

机译：Intelligent and adaptive web data extraction system using convolutional and long short-term memory deep learning networks
- 作者：Sudhir Kumar Patnaik;C. Narendra Babu;Mukul Bhave
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第4期
- Data mining;
- Deep learning;
- Engines;
- Data models;
- Adaptive systems;
- Web pages;
- Layout;
87.Deep Convolutional Network Based Machine Intelligence Model for Satellite Cloud Image Classification

机译：Deep Convolutional Network Based Machine Intelligence Model for Satellite Cloud Image Classification
- 作者：Kalyan Kumar Jena;Sourav Kumar Bhoi;Soumya Ranjan NayakRanjit PanigrahiAkash Kumar Bhoi
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第1期
- Training;
- Satellites;
- Predictive models;
- Feature extraction;
- Cyclones;
- Real-time systems;
- Convolutional neural networks;
88.Recommendation System with Biclustering

机译：Recommendation System with Biclustering
- 作者：Jianjun Sun;Yu Zhang
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第4期
- Filtering;
- Collaborative filtering;
- Big Data;
- Benchmark testing;
- Data mining;
- Recommender systems;
89.Deep learning in nuclear industry: A survey

机译：Deep learning in nuclear industry: A survey
- 作者：Chenwei Tang;Caiyang Yu;Yi GaoJianming ChenJiaming YangJiuling LangChuan LiuLing ZhongZhenan HeJiancheng Lv
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第2期
- Industries;
- Production;
- Nuclear fuels;
- Artificial intelligence;
- Nuclear power generation;
- Power industry;
- Deep learning;
90.Big data with cloud computing: Discussions and challenges

机译：Big data with cloud computing: Discussions and challenges
- 作者：Amanpreet Kaur Sandhu
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第1期
- Big Data;
- Cloud computing;
- Social networking (online);
- Internet;
- Data mining;
- Distributed databases;
- Software as a service;
91.Contents

机译：Contents
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第1期
92.Artificial Intelligence Methods Applied to Catalytic Cracking Processes

机译：Artificial Intelligence Methods Applied to Catalytic Cracking Processes
- 作者：Fan Yang;Mao Xu;Wenqiang LeiJiancheng Lv
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
- Analytical models;
- Correlation;
- Uncertainty;
- Machine learning algorithms;
- FCC;
- Predictive models;
- Prediction algorithms;
93.Editorial

机译：Editorial
- 期刊名称：《Big Data Mining and Analytics》 | 2023年第3期
94.Coronavirus pandemic analysis through tripartite graph clustering in online social networks

机译：Coronavirus pandemic analysis through tripartite graph clustering in online social networks
- 作者：Xueting Liao;Danyang Zheng;Xiaojun Cao
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第4期
- Social networking (online);
- Blogs;
- COVID-19;
- Pandemics;
- Sentiment analysis;
- Matrix decomposition;
- Bipartite graph;
95.AIPerf: Automated machine learning as an AI-HPC benchmark

机译：AIPerf: Automated machine learning as an AI-HPC benchmark
- 作者：Zhixiang Ren;Yongheng Liu;Tianhui ShiLei XieYue ZhouJidong ZhaiYouhui ZhangYunquan ZhangWenguang Chen
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第3期
- High-Performance Computing (HPC);
- Artificial Intelligence (AI);
- automated machine learning;
96.Call for papers: Special issue on intelligent systems and Internet of Things

机译：Call for papers: Special issue on intelligent systems and Internet of Things
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第3期
97.Diagnosis of COVID-19 from chest X-ray images using wavelets-based depthwise convolution network

机译：Diagnosis of COVID-19 from chest X-ray images using wavelets-based depthwise convolution network
- 作者：Krishna Kant Singh;Akansha Singh
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第2期
- COVID-19;
- Diseases;
- Convolution;
- X-ray imaging;
- Lung;
- Discrete wavelet transforms;
- Viruses (medical);
98.Effect of E-learning on public health and environment during COVID-19 lockdown

机译：Effect of E-learning on public health and environment during COVID-19 lockdown
- 作者：Avani Agarwal;Sahil Sharma;Vijay KumarManjit Kaur
- 期刊名称：《Big Data Mining and Analytics》 | 2021年第2期
- Electronic learning;
- Tools;
- Education;
- COVID-19;
- Carbon dioxide;
- Videos;
- Mental health;
99.CircRNA-disease associations prediction based on metapath2vec++ and matrix factorization

机译：CircRNA-disease associations prediction based on metapath2vec++ and matrix factorization
- 作者：Yuchen Zhang;Xiujuan Lei;Zengqiang FangYi Pan
- 期刊名称：《Big Data Mining and Analytics》 | 2020年第4期
- Diseases;
- Semantics;
- Databases;
- RNA;
- Annotations;
- Biology;
- Data mining;
100.Predicting Students' Final Performance Using Artificial Neural Networks

机译：Predicting Students' Final Performance Using Artificial Neural Networks
- 作者：Tarik Ahajjam;Mohammed Moutaib;Haidar AissaMourad AzrourYousef FarhaouiMohammed Fattah
- 期刊名称：《Big Data Mining and Analytics》 | 2022年第4期
- Machine learning algorithms;
- Education;
- Machine learning;
- Artificial neural networks;
- Big Data;
- Prediction algorithms;
- User experience;

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