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International Journal of Data Science and Analytics

中文名称：国际数据科学与分析杂志

ISSN：2364-415X
出版周期：Quarterly

发文量：101

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1.Performance prediction in major league baseball by long short-term memory networks

机译：Performance prediction in major league baseball by long short-term memory networks
- 作者：Hsuan-Cheng Sun;Tse-Yu Lin;Yen-Lung Tsai
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
- Deep learning;
- Long short-term memory;
- Player performance prediction;
- Baseball projection;
2.Knowledgebase approximation using association rule aggregation

机译：Knowledgebase approximation using association rule aggregation
- 作者：Mehrannia Pouya;Moshiri Behzad;Basir Otman
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
3.Graph sparsification with graph convolutional networks

机译：Graph sparsification with graph convolutional networks
- 作者：Jiayu Li;Tianyun Zhang;Hao TianShengmin JinMakan FardadReza Zafarani
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
- Graph sparsification;
- Node classification;
- Graph convolutional network;
4.Sampling and sparsification for approximating the packedness of trajectories and detecting gatherings

机译：Sampling and sparsification for approximating the packedness of trajectories and detecting gatherings
- 作者：Sepideh Aghamolaei;Vahideh Keikha;Mohammad GhodsiAli Mohades
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
5.Data-driven versus a domain-led approach to k-means clustering on an open heart failure dataset

机译：Data-driven versus a domain-led approach to k-means clustering on an open heart failure dataset
- 作者：A. Jasinska-Piadlo;R. Bond;P. BiglarbeigiR. BriskP. CampbellF. BrowneD. McEneaneny
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
- Heart failure;
- k-means clustering;
- Domain knowledge;
- Domain-led data mining;
- Data science;
6.Semantic enhanced Markov model for sequential E-commerce product recommendation

机译：Semantic enhanced Markov model for sequential E-commerce product recommendation
- 作者：Mahreen Nasir;C. I. Ezeife
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
- Recommendation systems;
- Sequential recommendation;
- Semantics;
- Markov model;
- Collaborative filtering;
- E-commerce;
7.The validation of chest tube management after lung resection surgery using a random forest classifier

机译：The validation of chest tube management after lung resection surgery using a random forest classifier
- 作者：Klement William;Gilbert Sebastien;Resende Virginia F.Maziak Donna E.Seely Andrew J. E.Shamji Farid M.Sundaresan Sudhir R.Villeneuve Patrick J.Japkowicz Nathalie
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- Classification;
- Class imbalance;
- Machine learning;
- Random forests;
- Lung resection;
- Lung cancer;
- Digital pleural drainage;
- Chest tube;
- Thoracic surgery;
8.Conspiracy theories on Twitter: emerging motifs and temporal dynamics during the COVID-19 pandemic

机译：Conspiracy theories on Twitter: emerging motifs and temporal dynamics during the COVID-19 pandemic
- 作者：Batzdorfer Veronika;Steinmetz Holger;Biella MarcoAlizadeh Meysam
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Word embedding;
- COVID-19;
- Time series analysis;
- Conspiracy beliefs;
- Twitter structural break analysis;
9.Toward a taxonomy for 2D non-paired General Line Coordinates: a comprehensive survey

机译：Toward a taxonomy for 2D non-paired General Line Coordinates: a comprehensive survey
- 作者：Antonella S. Antonini;Leandro Luque;María Luján GanuzaSilvia M. Castro
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Visual analysis;
- Multidimensional data visualization;
- Interactions in visualization;
- General Line Coordinates;
10.Optimizing graph layout by t-SNE perplexity estimation

机译：Optimizing graph layout by t-SNE perplexity estimation
- 作者：Chun Xiao;Seokhee Hong;Weidong Huang
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Data visualization;
- Dimensionality reduction;
- Graph layout;
- Graph/network data;
- Perplexity;
- t-SNE;
11.Repetitive causal discovery of linear non-Gaussian acyclic models in the presence of latent confounders

机译：Repetitive causal discovery of linear non-Gaussian acyclic models in the presence of latent confounders
- 作者：Maeda Takashi Nicholas;Shimizu Shohei
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Causal discovery;
- Causal structures;
- Latent confounders;
12.Beyond belief: a cross-genre study on perception and validation of health information online

机译：Beyond belief: a cross-genre study on perception and validation of health information online
- 作者：Zuo Chaoyuan;Mathur Kritik;Kela DhruvFaramarzi Noushin SalekBanerjee Ritwik
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Natural language processing;
- Claim extraction;
- Check-worthiness;
- Cross-genre information retrieval;
- Fact-checking;
- Misinformation;
13.Comparative analysis of different crossover structures for solving a periodic inventory routing problem

机译：Comparative analysis of different crossover structures for solving a periodic inventory routing problem
- 作者：Mohamed Salim Amri Sakhri
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Inventory routing problem;
- Supply chain;
- Genetic algorithm;
- Restructured crossover;
- Optimization;
14.Multilingual hope speech detection in English and Dravidian languages

机译：Multilingual hope speech detection in English and Dravidian languages
- 作者：Bharathi Raja Chakravarthi
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Hope speech;
- Equality;
- Diversity;
- Inclusion;
- Multilingual;
- Dravidian Languages;
15.Probabilistic exact adaptive random forest for recurrent concepts in data streams

机译：Probabilistic exact adaptive random forest for recurrent concepts in data streams
- 作者：Ocean Wu;Yun Sing Koh;Gillian DobbieThomas Lacombe
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
- Random forest;
- Recurring concepts;
- Concept drift;
- Data stream;
16.Urban fire station location planning using predicted demand and service quality index

机译：Urban fire station location planning using predicted demand and service quality index
- 作者：Arnab Dey;Andrew Heger;Darin England
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
- Extreme gradient boosting;
- Facility planning;
- Fire risk;
- Optimization;
- Random forest;
- Risk prediction;
17.Privacy-preserving record linkage using autoencoders

机译：Privacy-preserving record linkage using autoencoders
- 作者：Victor Christen;Tim H?ntschel;Peter ChristenErhard Rahm
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- Data linkage;
- Bloom filters;
- Reidentification;
- Sensitive data;
- Personal data;
- Privacy attack;
18.An interaction-based method for detecting overlapping community structure in real-world networks

机译：An interaction-based method for detecting overlapping community structure in real-world networks
- 作者：Kumar Pawan;Dohare Ravins
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
- Node interaction coefficient;
- Edge interaction coefficient;
- Pervasive overlap;
- Community detection algorithm;
19.A novel ensemble deep learning model for stock prediction based on stock prices and news

机译：A novel ensemble deep learning model for stock prediction based on stock prices and news
- 作者：Li Yang;Pan Yi
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Stock prediction;
- Deep learning;
- Machine learning;
- Ensemble learning;
- Statistical finance;
20.AI recognition preprocessing algorithm for polyp based on illumination equalization and highlight restoration

机译：AI recognition preprocessing algorithm for polyp based on illumination equalization and highlight restoration
- 作者：Bo Feng;Chao Xu;Ziheng An
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Image Restoration;
- Colon Polyp;
- Intelligent Recognition;
- 2D Gamma Function Correction;
- Optimized Criminisi algorithm;
21.Introduction to the special issue on data science in Asia (with PAKDD'2020)

机译：Introduction to the special issue on data science in Asia (with PAKDD'2020)
- 作者：Hady W. Lauw;Raymond Chi-Wing Wong;Alexandros Ntoulas
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
22.Characterizing and predicting fake news spreaders in social networks

机译：Characterizing and predicting fake news spreaders in social networks
- 作者：Shrestha Anu;Spezzano Francesca
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Misinformation;
- Fake news spreaders;
- User characterization;
- User classification;
23.Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization

机译：Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization
- 作者：Thirunavukarasu Balasubramaniam;David J. Warne;Richi NayakKerrie Mengersen
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第3期
- COVID-19;
- Stochastic epidemiological modelling;
- Explainable AI;
- Nonnegative tensor factorization;
- Clustering;
- Pattern mining;
24.Initialization for non-negative matrix factorization: a comprehensive review

机译：Initialization for non-negative matrix factorization: a comprehensive review
- 作者：Sajad Fathi Hafshejani;Zahra Moaberfard
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
- Non-negative matrix factorization;
- Initialization algorithms;
25.Path signature-based phase space reconstruction for stock trend prediction

机译：Path signature-based phase space reconstruction for stock trend prediction
- 作者：Cuiting Li;Ke Liu
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- Path signature (PS);
- Stock prediction;
- Phase space reconstruction (PSR);
- Feature extraction;
- Machine learning;
26.Domain-specific text dictionaries for text analytics

机译：Domain-specific text dictionaries for text analytics
- 作者：Andrea Villanes;Christopher G. Healey
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
- Dengue fever;
- Text analytics;
- Sentiment;
27.Big social data provenance framework for Zero-Information Loss Key-Value Pair (KVP) Database

机译：Big social data provenance framework for Zero-Information Loss Key-Value Pair (KVP) Database
- 作者：Rani Asma;Goyal Navneet;Gadia Shashi K.
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
- Big social data;
- Social media;
- Data provenance;
- Zero-information loss database;
- Provenance generation;
- Querying provenance;
28.PARAS(c): a parameter space-driven approach for complete association rule mining

机译：PARAS(c): a parameter space-driven approach for complete association rule mining
- 作者：Lin Xika;Mukherji Abhishek;Rundensteiner Elke A.Ward Matthew O.
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Association rule mining;
- Negative rule;
- Parameter space exploration;
- Rule redundancy;
29.Bounding open space risk with decoupling autoencoders in open set recognition

机译：Bounding open space risk with decoupling autoencoders in open set recognition
- 作者：Max Lübbering;Michael Gebauer;Rajkumar RamamurthyChristian BauckhageRafet Sifa
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Open set recognition;
- Open space risk;
- Outlier detection;
- Dataset shift;
30.Statistical power, accuracy, reproducibility and robustness of a graph clusterability test

机译：Statistical power, accuracy, reproducibility and robustness of a graph clusterability test
- 作者：Pierre Miasnikof;Alexander Y. Shestopaloff;Andrei Raigorodskii
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- Clusterability;
- Clustering;
- Graph clustering;
- Data sciences;
- Complex networks;
- Significance testing;
31.Performance measure for sparse recovery algorithms in compressed sensing perspective

机译：Performance measure for sparse recovery algorithms in compressed sensing perspective
- 作者：V. Vivekanand;Deepak Mishra
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- Compressed sensing;
- Sparse recovery;
- Performance measure;
- Performance metric;
- Algorithm evaluation;
32.The pattern frequency distribution theory: a mathematic establishment toward rational and reliable pattern mining

机译：The pattern frequency distribution theory: a mathematic establishment toward rational and reliable pattern mining
- 作者：Tongyuan Wang
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
33.Learning from word semantics to sentence syntax by graph convolutional networks for aspect-based sentiment analysis

机译：Learning from word semantics to sentence syntax by graph convolutional networks for aspect-based sentiment analysis
- 作者：Dai Anan;Hu Xiaohui;Nie JianyunChen Jinpeng
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
34.Video emotion analysis enhanced by recognizing emotion in video comments

机译：Video emotion analysis enhanced by recognizing emotion in video comments
- 作者：Wei Cao;Kun Zhang;Han WuTong XuEnhong ChenGuangyi LvMing He
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Video emotion;
- Comment emotion;
- Context;
- Semantic;
- Visual information;
35.A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the USA

机译：A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the USA
- 作者：Benjamin Lucas;Behzad Vahedi;Morteza Karimzadeh
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第3期
- COVID-19;
- LSTM;
- Spatiotemporal machine learning;
- Geospatial artificial intelligence;
36.A survey of the application of graph-based approaches in stock market analysis and prediction

机译：A survey of the application of graph-based approaches in stock market analysis and prediction
- 作者：Saha Suman;Gao Junbin;Gerlach Richard
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
- Stock market;
- Graph filtering;
- Graph clustering;
- Portfolio optimization;
- Stock movement prediction;
37.A novel approach for discretizing continuous attributes based on tree ensemble and moment matching optimization

机译：A novel approach for discretizing continuous attributes based on tree ensemble and moment matching optimization
- 作者：Maissae Haddouchi;Abdelaziz Berrado
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
- Multivariate discretization;
- Data preprocessing;
- Tree ensemble;
- Moment matching;
- Random forest;
- Split points selection;
38.Collective intelligence and knowledge exploration: an introduction

机译：Collective intelligence and knowledge exploration: an introduction
- 作者：Salma Sassi;Mirjana Ivanovic;Richard ChbeirRajendra PrasathYannis Manolopoulos
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
39.Microstructure reconstruction of porous copper foams based on deep convolutional generative adversarial networks with physical characteristics of materials

机译：Microstructure reconstruction of porous copper foams based on deep convolutional generative adversarial networks with physical characteristics of materials
- 作者：Su Juntong;Xiao Guangming;Zhang HuiLi Bo
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
40.Process mining: software comparison, trends, and challenges

机译：Process mining: software comparison, trends, and challenges
- 作者：Octavio Loyola-González
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- Process mining;
- Data mining;
- Software;
- Process automation;
41.The disaster of misinformation: a review of research in social media

机译：The disaster of misinformation: a review of research in social media
- 作者：Muhammed Sadiq T.;Mathew Saji K.
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Misinformation;
- Information disorder;
- Social media;
- Systematic literature review;
42.DPISCAN: Distributed and parallel architecture with indexing for structural clustering of massive dynamic graphs

机译：DPISCAN: Distributed and parallel architecture with indexing for structural clustering of massive dynamic graphs
- 作者：Kumar D. K. Santhosh;DMello Demian Antony
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- Graph analytics;
- SCAN;
- Index-based graph clustering;
- Dynamic graph clustering;
- Distributed algorithm;
43.Online information disorder: fake news, bots and trolls

机译：Online information disorder: fake news, bots and trolls
- 作者：Giachanou Anastasia;Zhang Xiuzhen;Barron-Cedeno AlbertoKoltsova OlessiaRosso Paolo
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Information disorder;
- Fake news;
- Fake news spreaders;
44.Overfitting measurement of convolutional neural networks using trained network weights

机译：Overfitting measurement of convolutional neural networks using trained network weights
- 作者：Satoru Watanabe;Hayato Yamana
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- Convolutional neural network;
- Overfitting;
- Persistent homology;
- Topological data analysis;
45.Eigenvalue analysis of SARS-CoV-2 viral load data: illustration for eight COVID-19 patients

机译：Eigenvalue analysis of SARS-CoV-2 viral load data: illustration for eight COVID-19 patients
- 作者：Till D. Frank
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第3期
- COVID-19;
- SARS-CoV-2;
- Eigenvalue analysis;
46.Adaptive k-center and diameter estimation in sliding windows

机译：Adaptive k-center and diameter estimation in sliding windows
- 作者：Paolo Pellizzoni;Andrea Pietracaprina;Geppino Pucci
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- K-center;
- Diameter estimation;
- Data streams;
- Sliding window model;
- Coreset;
- Doubling-dimension;
- Approximation algorithms;
47.Correction to: Online information disorder: fake news, bots and trolls

机译：Correction to: Online information disorder: fake news, bots and trolls
- 作者：Anastasia Giachanou;Xiuzhen Zhang;Alberto Barrón-Cede?oOlessia KoltsovaPaolo Rosso
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
48.RASCL: a randomised approach to subspace clusters

机译：RASCL: a randomised approach to subspace clusters
- 作者：Sandy Moens;Boris Cule;Bart Goethals
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- Subspace clusters;
- High-dimensional data;
- Sampling;
- Maximal itemsets;
49.DeepTLF: robust deep neural networks for heterogeneous tabular data

机译：DeepTLF: robust deep neural networks for heterogeneous tabular data
- 作者：Vadim Borisov;Klaus Broelemann;Enkelejda KasneciGjergji Kasneci
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
- Deep neural networks;
- Heterogeneous data;
- Tabular data;
- Tabular data encoding;
- Multimodal learning;
50.Detecting computer-generated disinformation

机译：Detecting computer-generated disinformation
- 作者：Stiff Harald;Johansson Fredrik
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Computer-generated text;
- Detection algorithms;
- Information operations;
- Language models;
51.A novel recommendation system comprising WNMF with graph-based static and temporal similarity estimators

机译：A novel recommendation system comprising WNMF with graph-based static and temporal similarity estimators
- 作者：Anshul Gupta;Pravin Shrinath
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
52.Prescriptive analytics with differential privacy

机译：Prescriptive analytics with differential privacy
- 作者：Harikumar Haripriya;Rana Santu;Gupta SunilNguyen ThinKaimal RamachandraVenkatesh Svetha
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Differential privacy;
- Logistic regression;
- Optimization;
- Prescriptive analytics;
- SVM;
53.Interactive planning of revisiting-free itinerary for signed-for delivery

机译：Interactive planning of revisiting-free itinerary for signed-for delivery
- 作者：Lo Pang-Yun Ting;Shan-Yun Teng;Szu-Chan WuKun-Ta Chuang
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Optimal delivery routing;
- Road network;
- Occupancy detection;
- Interactive planning;
54.Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management

机译：Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management
- 作者：Parmentier Alexandre;Cohen Robin;Ma XueguangSahu GauravChen Queenie
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
55.AutoML: state of the art with a focus on anomaly detection, challenges, and research directions

机译：AutoML: state of the art with a focus on anomaly detection, challenges, and research directions
- 作者：Maroua Bahri;Flavia Salutari;Andrian PutinaMauro Sozio
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Machine learning;
- AutoML;
- Anomaly detection;
- Unsupervised learning;
- Hyper-parameter tuning;
56.Telugu named entity recognition using bert

机译：Telugu named entity recognition using bert
- 作者：SaiKiranmai Gorla;Sai Sharan Tangeda;Lalita Bhanu Murthy NetiAruna Malapati
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Named entity recognition;
- Telugu;
- Word2vec;
- Glove;
- FastText;
- Contextual string embeddding;
- BERT;
57.Randomized outlier detection with trees

机译：Randomized outlier detection with trees
- 作者：Buschjaeger Sebastian;Honysz Philipp-Jan;Morik Katharina
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Outlier detection;
- Isolation forest;
- Density estimation;
- Ensemble;
- Tree;
58.Recent advances in domain-driven data mining

机译：Recent advances in domain-driven data mining
- 作者：Chuanren Liu;Ehsan Fakharizadi;Tong XuPhilip S. Yu
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
59.Deep multi-task learning with flexible and compact architecture search

机译：Deep multi-task learning with flexible and compact architecture search
- 作者：Jiejie Zhao;Weifeng Lv;Bowen DuJunchen YeLeilei SunGuixi Xiong
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Multi-task learning;
- Network architecture;
- Feedforward neural networks;
- Parameter generation;
- Task relationship;
60.Trans-AI/DS: transformative, transdisciplinary and translational artificial intelligence and data science

机译：Trans-AI/DS: transformative, transdisciplinary and translational artificial intelligence and data science
- 作者：Longbing Cao
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
61.Attention-like feature explanation for tabular data

机译：Attention-like feature explanation for tabular data
- 作者：Andrei V. Konstantinov;Lev V. Utkin
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
- Machine learning;
- Explainable AI;
- Attention mechanism;
- Pairwise interaction;
- Neural network;
- Tabular data;
62.Data-driven analytics of COVID-19 ‘infodemic’

机译：Data-driven analytics of COVID-19 ‘infodemic’
- 作者：Minyu Wan;Qi Su;Rong XiangChu-Ren Huang
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第3期
- COVID-19 Infodemic;
- Misinformation;
- Information credibility;
- Linguistic features;
- Evaluation–potency–activity;
63.Exploring unsupervised multivariate time series representation learning for chronic disease diagnosis

机译：Exploring unsupervised multivariate time series representation learning for chronic disease diagnosis
- 作者：Xu Zhang;Yaming Wang;Liang ZhangBo JinHongzhe Zhang
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Chronic disease diagnosis;
- Unsupervised learning;
- Graph neural network;
- Uncertainty;
64.A survey on machine learning methods for churn prediction

机译：A survey on machine learning methods for churn prediction
- 作者：Louis Geiler;Séverine Affeldt;Mohamed Nadif
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- Churn prediction;
- Machine learning;
- Ensemble technique;
65.What can machines learn about heart failure? A systematic literature review

机译：What can machines learn about heart failure? A systematic literature review
- 作者：Jasinska-Piadlo A.;Bond R.;Biglarbeigi P.Brisk R.Campbell P.McEneaneny D.
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- Heart failure;
- Machine learning;
- Data analytics;
- Data science;
- Heart failure dataset;
66.Functional anomaly detection: a benchmark study

机译：Functional anomaly detection: a benchmark study
- 作者：Guillaume Staerman;Eric Adjakossa;Pavlo MozharovskyiVera HoferJayant Sen GuptaStephan Clémen?on
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
- Anomaly detection;
- Functional data;
- Depth statistics;
- Taxonomy of anomalies;
- Benchmark study;
67.COVID-19 and 5G conspiracy theories: long term observation of a digital wildfire

机译：COVID-19 and 5G conspiracy theories: long term observation of a digital wildfire
- 作者：Johannes Langguth;Petra Filkuková;Stefan BrennerDaniel Thilo SchroederKonstantin Pogorelov
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第3期
- Misinformation;
- Digital wildfire;
- Twitter;
- COVID-19;
- Conspiracy theories;
68.The impact of information sources on COVID-19 knowledge accumulation and vaccination intention

机译：The impact of information sources on COVID-19 knowledge accumulation and vaccination intention
- 作者：Vlasceanu Madalina;Coman Alin
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Source credibility;
- Belief change;
- Vaccination intention;
- COVID-19;
69.AI and data science for smart emergency, crisis and disaster resilience

机译：AI and data science for smart emergency, crisis and disaster resilience
- 作者：Longbing Cao
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第3期
- Emergency;
- Crisis and disaster;
- AI for disaster management;
- Data science for disaster management;
- Smart disaster resilience;
- Disaster AI;
- COVID-19;
70.Crime prediction in Trinidad and Tobago using big data analytics

机译：Crime prediction in Trinidad and Tobago using big data analytics
- 作者：Emilie Ramsahai;Navin Dookeram;Darren RamsookJason R. RameshwarAbdu B. YearwoodAnnamika BachooKoffka Khan
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- Crime;
- Caribbean;
- Trinidad and Tobago;
- Big data analytics;
- Exploratory data analysis;
- Geocoding;
- Hotspot mapping;
- Kernel density estimation;
- Twitter;
71.Mining subgraph coverage patterns from graph transactions

机译：Mining subgraph coverage patterns from graph transactions
- 作者：Reddy A. Srinivas;Reddy P. Krishna;Mondal AnirbanPriyakumar U. Deva
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Graph mining;
- Subgraph mining;
- Subgraph coverage patterns;
- Bio-informatics;
72.HUFTI-SPM: high-utility and frequent time-interval sequential pattern mining from transactional databases

机译：HUFTI-SPM: high-utility and frequent time-interval sequential pattern mining from transactional databases
- 作者：Ritika;Gupta Sunil Kumar
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- High-utility sequential patterns;
- Maximum utility measure;
- Support-utility table;
- Time interval;
73.Sample-selection-adjusted random forests

机译：Sample-selection-adjusted random forests
- 作者：Jonathan Cook
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Random forest;
- Sample-selection bias;
- Missing not at random;
- Selection on unobservables;
- Heckman correction;
74.Predicting and explaining employee turnover intention

机译：Predicting and explaining employee turnover intention
- 作者：Matilde Lazzari;Jose M. Alvarez;Salvatore Ruggieri
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- Employee turnover;
- Predictive models;
- EXplainable AI (XAI);
- Structural causal models;
75.Apache Spark-based scalable feature extraction approaches for protein sequence and their clustering performance analysis

机译：Apache Spark-based scalable feature extraction approaches for protein sequence and their clustering performance analysis
- 作者：Preeti Jha;Aruna Tiwari;Neha BharillMilind RatnaparkheOm Prakash PatelNilagiri HarshithMukkamalla MounikaNeha Nagendra
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- Apache Spark cluster;
- Big Data;
- Feature extraction;
- Fuzzy clustering;
- Huge protein sequences;
- Scalable algorithms;
76.Rumor containment in peer-to-peer message sharing online social networks

机译：Rumor containment in peer-to-peer message sharing online social networks
- 作者：Tripathi Rohit;Rao Shilpa
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
77.Accurate and efficient privacy-preserving string matching

机译：Accurate and efficient privacy-preserving string matching
- 作者：Sirintra Vaiwsri;Thilina Ranbaduge;Peter Christen
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Secure hash encoding;
- Bit array encoding;
- String comparison;
- Privacy-preserving record linkage;
- Bloom filter encoding;
78.Fake news detection based on news content and social contexts: a transformer-based approach

机译：Fake news detection based on news content and social contexts: a transformer-based approach
- 作者：Raza Shaina;Ding Chen
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Fake news;
- Social contexts;
- Concept drift;
- Weak supervision;
- Transformer;
- User credibility;
- Zero shot learning;
79.Ensemble clustering of longitudinal bivariate HIV biomarker profiles to group patients by patterns of disease progression

机译：Ensemble clustering of longitudinal bivariate HIV biomarker profiles to group patients by patterns of disease progression
- 作者：Miranda L. Lynch;Victor DeGruttola
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第3期
- Ensemble clustering;
- Shape-respecting distances;
- Dynamic time warping;
- HIV biomarkers;
- HIV disease progression;
80.Agenda-Setting for COVID-19: A Study of Large-Scale Economic News Coverage Using Natural Language Processing

机译：Agenda-Setting for COVID-19: A Study of Large-Scale Economic News Coverage Using Natural Language Processing
- 作者：Guang Lu;Martin Businger;Christian DollfusThomas WozniakMatthes FleckTimo HerothIrina LockJanna Lipenkova
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第3期
- COVID-19;
- News media coverage;
- Business and society;
- Economic impact;
- Big data analysis;
- Natural language processing (NLP);
81.Anonymization of German financial documents using neural network-based language models with contextual word representations

机译：Anonymization of German financial documents using neural network-based language models with contextual word representations
- 作者：Biesner David;Ramamurthy Rajkumar;Stenzel RobinLuebbering MaxHillebrand LarsLadi AnnaPielka MarenLoitz RudigerBauckhage ChristianSifa Rafet
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第2期
- Neural nets;
- Transformers;
- BERT;
- RNN;
- Financial documents;
- Anonymization;
- Sequence tagging;
82.Learning low-dimensional manifolds under the L0-norm constraint for unsupervised outlier detection

机译：Learning low-dimensional manifolds under the L0-norm constraint for unsupervised outlier detection
- 作者：Yoshinao Ishii;Satoshi Koide;Keiichiro Hayakawa
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
- Outlier detection;
- Unsupervised learning;
- Autoencoder;
- Reconstruction-based method;
- Manifold learning;
- Alternative optimization;
83.A survey on event and subevent detection from microblog data towards crisis management

机译：A survey on event and subevent detection from microblog data towards crisis management
- 作者：Shatadru Roy Chowdhury;Srinka Basu;Ujjwal Maulik
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第4期
- Microblog;
- Social media;
- Event;
- Sub-event;
- Detection;
- Summarization;
- Disaster management;
84.From data to interpretable models: machine learning for soil moisture forecasting

机译：From data to interpretable models: machine learning for soil moisture forecasting
- 作者：Aniruddha Basak;Kevin M. Schmidt;Ole Jakob Mengshoel
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第1期
85.An analysis of the impact of policies and political affiliation on racial disparities in COVID-19 infections and deaths in the USA

机译：An analysis of the impact of policies and political affiliation on racial disparities in COVID-19 infections and deaths in the USA
- 作者：Michael A. Hamilton;Danielle Hamilton;Oluwatamilore SoneyeOlorunshola AyeyemiRaed Jaradat
- 期刊名称：《International Journal of Data Science and Analytics》 | 2022年第1期
- COVID-19;
- Infection rates;
- Death rates;
- Ethnical disparities;
- Policy;
- Political;
86.Data science for next-generation recommender systems
- 作者：Shoujin Wang;Yan Wang;Fikret SivrikayaSahin AlbayrakVito Walter Anelli
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Data science;
- Machine learning;
- Artificial intelligence;
- Recommender systems;
- Recommendation;
87.A probabilistic perspective on nearest neighbor for implicit recommendation
- 作者：Domokos M. Kelen;Andras A. Benczúr
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Recommender systems;
- Implicit feedback;
- Nearest neighbor;
- User modeling;
- Bayesian inference;
- Ranking;
88.Privacy preserving cold-start recommendation for out-of-matrix users via content baskets
- 作者：Michael Sun;Andrew Wang
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Datasets;
- Neural networks;
- Recommender systems;
- NLP;
- BERT;
- Graphs;
89.TPEDTR: temporal preference embedding-based deep tourism recommendation with card transaction data
- 作者：Minsung Hong;Namho Chung;Chulmo KooSun-Young Koh
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Recommender system;
- Smart tourism;
- Temporal word embedding;
- Deep learning;
- Big data;
90.Modeling uncertainty to improve personalized recommendations via Bayesian deep learning
- 作者：Xin Wang;Serdar Kad?o?lu
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Bayesian deep learning;
- Exploration–exploitation;
- Personalized recommendation;
91.Attenuated sentiment-aware sequential recommendation
- 作者：Donglin Zhou;Zhihong Zhang;Yangxin ZhengZhenting ZouLin Zheng
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
92.Combination of individual and group patterns for time-sensitive purchase recommendation
- 作者：Anton Lysenko;Egor Shikov;Klavdiya Bochenina
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Point processes;
- Transactional data;
- Mixture models;
- Recommendation;
- Machine learning;
93.A deep meta-level spatio-categorical POI recommender system
- 作者：Chaima Laroussi;Raouia Ayachi
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Point of interest;
- Location recommendation;
- Deep learning;
- Location-based social network;
94.ScholarRec: a scholars’ recommender system that combines scholastic influence and social collaborations in academic social networks
- 作者：Mitali Desai;Rupa G. Mehta;Dipti P. Rana
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Academic social networks;
- Influence analysis;
- Scholastic influence;
- Social collaborations;
- ResearchGate;
- Academia;
95.When algorithm selection meets Bi-linear Learning to Rank: accuracy and inference time trade off with candidates expansion
- 作者：Jing Yuan;Christian Geissler;Weijia ShaoAndreas LommatzschBrijnesh Jain
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Algorithm selection;
- Bi-linear Learning to Rank;
- Multi-object evaluation;
- Candidates expansion;
96.Pull–push: a measure of over- or underpersonalization in recommendation
- 作者：Gebrekirstos G. Gebremeskel;Arjen P. de Vries
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第2期
- Personalization;
- Recommender systems;
- User modeling;
97.Establishing FAIR (Findable, Accessible, Interoperable and Reusable) principles for estuarine organisms exposed to engineered nanomaterials
- 作者：Andrew Barrick;Isabelle Métais;Hanane-Perrein EttajaniJean-Marie MarionAmélie Chatel
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- FAIRification;
- Alternative testing strategies;
- Mesocosms;
- Engineered nanomaterial;
- Statistical modelling;
98.Sparse self-attention guided generative adversarial networks for time-series generation
- 作者：Nourhan Ahmed;Lars Schmidt-Thieme
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- Time series generation;
- Generative adversarial networks;
- Sparse self-attention;
99.Density kernel depth for outlier detection in functional data
- 作者：Nicolás Hernández;Alberto Mu?oz;Gabriel Martos
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- Functional data;
- Depth measures;
- Outlier detection;
- Mortality curves;
100.AssistML: an approach to manage, recommend and reuse ML solutions
- 作者：Alejandro Gabriel Villanueva Zacarias;Peter Reimann;Christian WeberBernhard Mitschang
- 期刊名称：《International Journal of Data Science and Analytics》 | 2023年第4期
- Meta-learning;
- Machine learning;
- AutoML;
- Metadata;
- Recommender systems;

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