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Data Mining and Knowledge Discovery

Data Mining and Knowledge Discovery

中文名称：数据挖掘与知识发现

ISSN：1384-5810
出版周期：6 issues a year

发文量：217

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1.Finding lasting dense subgraphs
- 作者：Semertzidis Konstantinos;Pitoura Evaggelia;Terzi EvimariaTsaparas Panayiotis
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第5期
- Dense subgraphs;
- Graph history;
- Social networks;
2.Multi-location visibility query processing using portion-based transactional modeling and pattern mining
- 作者：Gangumalla Lakshmi;Reddy P. Krishna;Mondal Anirban
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第5期
- Visibility query;
- Transaction-modeling;
- Pattern-mining;
- Portion based transactional framework;
3.Addressing the cold-start problem in location recommendation using geo-social correlations
- 作者：Gao Huiji;Tang Jiliang;Liu Huan
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第2期
- Location-based social networks;
- Location recommendation;
- Location prediction;
- Cold-start;
- Geo-social correlation;
4.Integer programming ensemble of temporal relations classifiers
- 作者：Kerr Catherine;Hoare Terri;Carroll PaulaMarecek Jakub
- 期刊名称：《Data mining and knowledge discovery》 | 2020年第2期
- Natural language processing;
- Temporal reasoning;
- Ensemble methods;
- Integer programming;
5.Modeling and elucidation of housing price
- 作者：Tan Fei;Cheng Chaoran;Wei Zhi
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第3期
- House prices;
- Spatiotemporal effects;
- Internal component;
- External component;
- Neighborhood value;
6.Natural language techniques supporting decision modelers
- 作者：Arco Leticia;Napoles Gonzalo;Vanhoenshoven FrankLara Ana LauraCasas GladysVanhoof Koen
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第1期
- Decision Modeling and Notation;
- Decision rules;
- Decision tables;
- Natural Language Processing;
7.Exact variable-length anomaly detection algorithm for univariate and multivariate time series
- 作者：Xing Wang;Jessica Lin;Nital PatelMartin Braun
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第6期
- Anomaly detection;
- Multivariate time series;
- Unsupervised learning;
8.Toward online node classification on streaming networks
- 作者：Jian Ling;Li Jundong;Liu Huan
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第1期
- Online learning;
- Streaming networks;
- Node classification;
- Network embedding;
9.A Unifying View on Instance Selection
- 作者：Thomas Reinartz
- 期刊名称：《Data mining and knowledge discovery》 | 2002年第2期
- data reduction;
- focusing;
- sampling;
- instance selection;
10.Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction
- 作者：David Madigan;Nandini Raghavan;Willim DumouchelMartha NasonChristian PosseGreg Ridgeway
- 期刊名称：《Data mining and knowledge discovery》 | 2002年第2期
- instance construction;
- data compression;
11.Mining skypatterns in fuzzy tensors
- 作者：Nadisic Nicolas;Coussat Aurelien;Cerf Loic
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第5期
- Pattern mining;
- Skypattern;
- Fuzzy tensor;
- Search space pruning;
12.On normalization and algorithm selection for unsupervised outlier detection
- 作者：Kandanaarachchi Sevvandi;Munoz Mario A.;Hyndman Rob J.Smith-Miles Kate
- 期刊名称：《Data mining and knowledge discovery》 | 2020年第2期
13.Inhibiting diffusion of complex contagions in social networks: theoretical and experimental results
- 作者：Kuhlman Chris J.;Kumar V. S. Anil;Marathe Madhav V.Ravi S. S.Rosenkrantz Daniel J.
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第2期
- Complex contagions;
- Blocking;
- Social networks;
14.Spatial neighborhood based anomaly detection in sensor datasets
- 作者：Janeja VP;Adam NR;Atluri VVaidya J
- 期刊名称：《Data mining and knowledge discovery》 | 2010年第2期
- Outlier detection;
- Spatial neighborhood;
- Sensors;
15.Counts-of-counts similarity for prediction and search in relational data
- 作者：Jaeger Manfred;Lippi Marco;Pellegrini GiovanniPasserini Andrea
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第5期
- Relational data mining;
- Graph mininga;
- Similarity search;
- Earth-mover's distance;
- Statistical relational learning;
16.BSig: evaluating the statistical significance of biclustering solutions
- 作者：Henriques Rui;Madeira Sara C.
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第1期
- Biclustering;
- Statistical significance;
- Pattern mining;
17.A survey of deep network techniques all classifiers can adopt
- 作者：Ghods Alireza;Cook Diane J.
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第1期
- Deep learning;
- Deep neural networks;
- Optimization;
- Regularization;
18.Unsupervised domain adaptation with non-stochastic missing data
- 作者：Kirchmeyer Matthieu;Gallinari Patrick;Rakotomamonjy AlainMantrach Amin
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第6期
- Deep learning;
- Unsupervised domain adaptation;
- Imputation;
- Missing data;
- Semi-supervised learning;
- Digital advertising;
19.SCALE: a scalable framework for efficiently clusteringtransactional data
- 作者：Hua Yan;Keke Chen;Ling LiuZhang Yi
- 期刊名称：《Data mining and knowledge discovery》 | 2010年第1期
- Transactional data clustering;
- Cluster assessment;
- Cluster validation;
- Frequent itemset mining;
- Weighted coverage density;
20.Sampling online social networks by random walk with indirect jumps
- 作者：Zhao Junzhou;Wang Pinghui;Lui John C. S.Towsley DonGuan Xiaohong
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第1期
- Graph sampling;
- Random walk;
- Markov chain;
- Estimation theory;
21.Learning sequential classifiers from long and noisy discrete-event sequences efficiently
- 作者：Dafe Gesse;Veloso Adriano;Zaki MohammedMeira Wagner Jr.
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第6期
- Sequential classifiers;
- Efficient learning;
- Long range sequences;
- Partial matching;
- Approximately contiguous sequences;
22.Group recommender system for store product placement
- 作者：Park Jihoi;Nam Kihwan
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第1期
- Group recommender system;
- Recommendation quantity;
- Repetitive recommendations;
- Inventory management;
- Fashion retail store;
- Novelty;
23.Identifying exceptional (dis)agreement between groups
- 作者：Belfodil Adnene;Cazalens Sylvie;Lamarre PhilippePlantevit Marc
- 期刊名称：《Data mining and knowledge discovery》 | 2020年第2期
- Supervised pattern mining;
- Subgroup discovery;
- Exceptional model mining;
- Behavioral data analysis;
24.Cluster validity functions for categorical data: a solution-space perspective
- 作者：Bai Liang;Liang Jiye
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第6期
- Cluster analysis;
- Cluster validity function;
- Generalization;
- Effectiveness;
- Normalization;
25.Structural periodic measures for time-series data
- 作者：Vlachos M;Yu PS;Castelli VMeek C
- 期刊名称：《Data mining and knowledge discovery》 | 2006年第1期
- periodicity estimation;
- periodogram;
- autocorrelation;
- phase-invariant matching;
- metric index;
26.Constrained distance based clustering for time-series: a comparative and experimental study
- 作者：Thomas Lampert;Thi-Bich-Hanh Dao;Baptiste LafabregueNicolas SerretteGermain ForestierBruno CrémilleuxChristel VrainPierre Gan?arski
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第6期
- Constrained clustering;
- Semi-supervised clustering;
- Partition clustering;
- Time-series;
- Dynamic time warping;
27.Extreme-value-theoretic estimation of local intrinsic dimensionality
- 作者：Laurent Amsaleg;Oussama Chelly;Teddy FuronStéphane GirardMichael E. HouleKen-ichi KawarabayashiMichael Nett
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第6期
28.Exemplar-based low-rank matrix decomposition for data clustering
- 作者：Wang Lijun;Dong Ming
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第2期
- Clustering;
- Low-rank approximation;
- Subspaces;
- Matrix decomposition;
29.Efficient algorithms for mining and incremental update of maximal frequent sequences
- 作者：Kao B;Zhang MH;Yip CLCheung DW
- 期刊名称：《Data mining and knowledge discovery》 | 2005年第2期
- data mining;
- sequence;
- incremental update;
- DISCOVERED ASSOCIATION RULES;
- MAINTENANCE;
30.SIAS-miner: mining subjectively interesting attributed subgraphs
- 作者：Bendimerad Anes;Mel Ahmad;Lijffijt JefreyPlantevit MarcRobardet CelineDe Bie Tijl
- 期刊名称：《Data mining and knowledge discovery》 | 2020年第2期
- Graphs;
- Attributed graphs;
- Subjective interestingness;
- Subgraph mining;
31.Exact mean computation in dynamic time warping spaces
- 作者：Brill Markus;Fluschnik Till;Froese VincentJain BrijneshNiedermeier RolfSchultz David
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第1期
32.Parallel Learning of Belief Networks in Large and Difficult Domains
- 作者：Y. Xiang;T. Chu
- 期刊名称：《Data mining and knowledge discovery》 | 1999年第3期
- belief networks;
- parallel implementation of data mining;
33.Guest Editorial: Special Issue on Data Mining for Geosciences
- 作者：Jorge Alipio;Lopes Rui L.;Larrazabal GermanNikhalat-Jahromi Hamed
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第3期
34.A probabilistic stop and move classifier for noisy GPS trajectories
- 作者：Luke Bermingham;Ickjai Lee
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第6期
- Stop and move;
- GPS trajectory;
- Probabilistic classifier;
- Semantic trajectory;
- Preprocessing;
35.Progressive refinement for support vector machines
- 作者：Kiri L. Wagstaff;Michael Kocurek;Dominic MazzoniBenyang Tang
- 期刊名称：《Data mining and knowledge discovery》 | 2010年第1期
- Support vector machines;
- Efficiency;
- Reclassification;
36.COG: local decomposition for rare class analysis
- 作者：Wu JJ;Xiong H;Chen J
- 期刊名称：《Data mining and knowledge discovery》 | 2010年第2期
- Rare class analysis;
- Local clustering;
- Support vector machines(SVMs);
- K-means clustering;
37.A survey of community detection methods in multilayer networks
- 作者：Huang Xinyu;Chen Dongming;Ren TaoWang Dongqi
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第1期
- Community detection;
- Multilayer network;
- Temporal network;
- Multiplex network;
- Multilevel network;
38.Deeply supervised model for click-through rate prediction in sponsored search
- 作者：Gligorijevic Jelena;Gligorijevic Djordje;Stojkovic IvanBai XiaoGoyal AmitObradovic Zoran
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第5期
- Deep learning;
- Click prediction;
- Query to ad matching;
39.Incremental Maintenance on the Border of the Space of Emerging Patterns
- 作者：Jinyan Li;Thomas Manoukian;Guozhu DongKotagiri Ramamohanarao
- 期刊名称：《Data mining and knowledge discovery》 | 2004年第1期
- incremental maintenance algorithms;
- emerging patterns (EPs);
- borders;
40.Effect of Data Distribution in Parallel Mining of Associations
- 作者：David W. Cheung;Yongqiao Xiao
- 期刊名称：《Data mining and knowledge discovery》 | 1999年第3期
- association rules;
- data mining;
- data skewness;
- workload balance;
- parallel mining;
- parallel computing;
41.General factorization framework for context-aware recommendations
- 作者：Hidasi Balazs;Tikk Domonkos
- 期刊名称：《Data mining and knowledge discovery》 | 2016年第2期
- Recommender systems;
- Implicit feedback;
- Factorization;
- Context-awareness;
- Model comparison;
- Collaborative filtering;
- General framework;
42.Sampling and Subsampling for Cluster Analysis in Data Mining: With Applications to Sky Survey Data
- 作者：David M. Rocke;Jian Dai
- 期刊名称：《Data mining and knowledge discovery》 | 2003年第2期
- clustering algorithm;
- mixture likelihood;
- sampling;
- star/galaxy classification;
43.Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks
- 作者：Chenguang Wang;Yangqiu Song;Haoran LiMing ZhangJiawei Han
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第6期
- Heterogeneous information network;
- Similarity;
- Text categorization;
44.Temporal density extrapolation using a dynamic basis approach
- 作者：Krempl G.;Lang D.;Hofer V.
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第5期
- Density extrapolation;
- Density forecasting;
- Data streams;
- Concept drift;
- Non-stationary data;
- Compositional data;
45.On the use of wavelet decomposition for string classification
- 作者：Aggarwal CC
- 期刊名称：《Data mining and knowledge discovery》 | 2005年第2期
- strings;
- classification;
- wavelets;
46.Noise-tolerance matrix completion for location recommendation
- 作者：Xia Bin;Li Tao;Li QianmuZhang Hong
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第1期
- LBSNs;
- Recommender system;
- Check-in;
- Structural noise;
- Bregman iteration;
47.Selective harvesting over networks
- 作者：Murai Fabricio;Renno Diogo;Ribeiro BrunoPappa Gisele L.Towsley DonGile Krista
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第1期
- Active search;
- Network search;
- Tunnel vision effect;
- Model selection;
48.Instance-level accuracy versus bag-level accuracy in multi-instance learning
- 作者：Vanwinckelen Gitte;do O Vinicius Tragante;Fierens DaanBlockeel Hendrik
- 期刊名称：《Data mining and knowledge discovery》 | 2016年第2期
- Classification;
- Multi-instance learning;
- Multiple-instance learning;
- Classifier evaluation;
- Evaluation;
- Accuracy;
49.Ensemble methods for uplift modeling
- 作者：Soltys Michal;Jaroszewicz Szymon;Rzepakowski Piotr
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第6期
- Uplift modeling;
- Ensemble methods;
- Bagging;
- Random forests;
50.Characteristic-based clustering for time series data
- 作者：Wang XZ;Smith K;Hyndman R
- 期刊名称：《Data mining and knowledge discovery》 | 2006年第3期
- time series clustering;
- clustering;
- global characteristics;
- feature measures;
- dimensionality reduction;
- VALIDATION;
- WAVELETS;
51.Using Linked Micromap Plots to Characterize Omernik Ecoregions
- 作者：Daniel B. Carr;Anthony R. Olsen;Suzanne M. PiersonJean-Yves P. Courbois
- 期刊名称：《Data mining and knowledge discovery》 | 2000年第1期
- statistical graphics;
- LM plots;
- multivariate;
- spatial data;
- Omernik ecoregions;
- row plots;
- boxplots;
- line-height plots;
52.Visual Data Mining in Atmospheric Science Data
- 作者：Marcia Macedo;Dianne Cook;Timothy J. Brown
- 期刊名称：《Data mining and knowledge discovery》 | 2000年第1期
- multivariate analysis;
- statistical graphics;
- exploratory data analysis;
- high-dimensional data;
- interactive graphics;
- linked brushing;
- grand tour;
53.Learning semi-structured document categorization using bounded-length spectrum sub-sequence kernels
- 作者：De Vel O
- 期刊名称：《Data mining and knowledge discovery》 | 2006年第3期
- document categorization;
- suffix tree;
- bounded-length spectrum;
- kernel;
- support vector machines;
- Naive Bayes classifier;
- computer forensics;
- digital forensics;
- CONSTRUCTION;
54.A kernel-based trend pattern tracking system for portfolio optimization
- 作者：Zhao-Rong Lai;Pei-Yi Yang;Xiaotian WuLiangda Fang
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第6期
- Kernel method;
- Trend pattern analysis;
- Tracking system;
- Portfolio optimization;
55.Euclidean Distance Based Permutation Methods in Atmospheric Science
- 作者：Paul W. Mielke Jr.;Kenneth J. Berry
- 期刊名称：《Data mining and knowledge discovery》 | 2000年第1期
- agreement;
- autoregressive patterns;
- cyclic data;
- distribution-free;
- experimental designs;
- inference;
- multivariate;
- nonparametric;
- permutation;
- prediction;
- regression;
- residual analyses;
56.The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances
- 作者：Ruiz Alejandro Pasos;Flynn Michael;Large JamesMiddlehurst MatthewBagnall Anthony
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第2期
- Time series classification;
- Evaluating classifiers;
- Multivariate time series;
- UEA archive;
57.Erratum: Mining local and tail dependence structures based on pointwise mutual information (Data Mining and Knowledge Discovery (2011) Doi 10.1007/s10618-011-0220-3)) (Erratum)
- 作者：Takada T.
- 期刊名称：《Data mining and knowledge discovery》 | 2013年第1期
58.An adaptive algorithm for anomaly and novelty detection in evolving data streams
- 作者：Mohamed-Rafik Bouguelia;Slawomir Nowaczyk;Amir H. Payberah
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第6期
- Data stream;
- Growing neural gas;
- Change detection;
- Non-stationary environments;
- Anomaly and novelty detection;
59.Chebyshev approaches for imbalanced data streams regression models
- 作者：Aminian Ehsan;Ribeiro Rita P.;Gama Joao
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第6期
- Data streams;
- Imbalanced data streams;
- Regression;
60.A framework for deep constrained clustering
- 作者：Zhang Hongjing;Zhan Tianyang;Basu SugatoDavidson Ian
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第2期
- Constrained clustering;
- Deep learning;
- Representation learning;
- Semi-supervised learning;
61.Hypergraph Models and Algorithms for Data-Pattern-Based Clustering
- 作者：Muhammet Mustafa Ozdal;Cevdet Aykanat
- 期刊名称：《Data mining and knowledge discovery》 | 2004年第1期
- data mining;
- clustering;
- hypergraph models;
- data patterns;
62.The network-untangling problem: from interactions to activity timelines
- 作者：Rozenshtein Polina;Tatti Nikolaj;Gionis Aristides
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第1期
- Temporal networks;
- Complex networks;
- Timeline reconstruction;
- Vertex cover;
- Linear programming;
- 2-SAT;
63.A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes
- 作者：Koufakou A;Georgiopoulos M
- 期刊名称：《Data mining and knowledge discovery》 | 2010年第2期
- Outlier detection;
- Anomaly detection;
- Data mining;
- Distributed data sets;
- Mixed attribute data sets;
- High-dimensional data sets;
64.Extracting Share Frequent Itemsets with Infrequent Subsets
- 作者：Brock Barber;Howard J. Hamilton
- 期刊名称：《Data mining and knowledge discovery》 | 2003年第2期
- frequent itemsets;
- share measure;
- share frequent itemsets;
- heuristic data mining;
- quantitative itemsets;
- association rules;
65.Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization
- 作者：Huang Yakui;Liu Hongwei;Zhou Shuisheng
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第6期
66.Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile
- 作者：Yeh Chin-Chia Michael;Zhu Yan;Ulanova LiudmilaBegum NurjahanDing YifeiDau Hoang AnhZimmerman ZacharySilva Diego FurtadoMueen AbdullahKeogh Eamonn
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第1期
- Time series;
- Joins;
- Motif discovery;
- Anomaly detection;
67.For real: a thorough look at numeric attributes in subgroup discovery
- 作者：Meeng Marvin;Knobbe Arno
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第1期
- Subgroup discovery;
- Supervised local pattern mining;
- Numeric attributes;
- Discretisation;
68.Fast and Robust General Purpose Clustering Algorithms
- 作者：V. Estivill-Castro;J. Yang
- 期刊名称：《Data mining and knowledge discovery》 | 2004年第2期
- clustering;
- k-MEANS;
- medoids;
- 1-median problem;
- combinatorial optimization;
- EXPECTATION MAXIMIZATION;
69.Distance-based outlier queries in data streams: the novel task and algorithms
- 作者：Angiulli F;Fassetti F
- 期刊名称：《Data mining and knowledge discovery》 | 2010年第2期
- Data streams;
- Anomaly detection;
- Distance-based outliers;
70.Social explorative attention based recommendation for content distribution platforms
- 作者：Xiao Wenyi;Zhao Huan;Pan HaojieSong YangqiuZheng Vincent W.Yang Qiang
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第2期
- Content recommendation;
- Social recommendation;
- Social attention networks;
- Monte Carlo tree search;
71.PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning
- 作者：Rajeev Rastogi;Kyuseok Shim
- 期刊名称：《Data mining and knowledge discovery》 | 2000年第4期
- data mining;
- classification;
- decision tree;
72.Informix under CONTROL: Online Query Processing
- 作者：Joseph M. Hellerstein;Ron Avnur;Vijayshankar Raman
- 期刊名称：《Data mining and knowledge discovery》 | 2000年第4期
- online query processing;
- interactive;
- informix;
- control;
- data analysis;
- ripple joins;
- online reordering;
73.Learning tractable probabilistic models for moral responsibility and blame
- 作者：Hammond Lewis;Belle Vaishak
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第2期
- Tractable probabilistic models;
- Learning for ethical reasoning;
74.Imbalanced classification in sparse and large behaviour datasets
- 作者：Vanhoeyveld Jellis;Martens David
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第1期
- Imbalanced learning;
- Behaviour data;
- Over-and undersampling;
- Cost-sensitive learning;
- Support vector machine (SVM);
- On-line repository;
75.Discrimination- and privacy-aware patterns
- 作者：Hajian Sara;Domingo-Ferrer Josep;Monreale AnnaPedreschi DinoGiannotti Fosca
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第6期
- Frequent patterns;
- Anti-discrimination;
- Privacy;
- Data mining;
76.Fast and accurate mining of correlated heavy hitters
- 作者：Epicoco Italo;Cafaro Massimo;Pulimeno Marco
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第1期
- Data stream mining;
- Correlation;
- Heavy hitters;
77.Robust finite mixture regression for heterogeneous targets
- 作者：Jian Liang;Kun Chen;Ming LinChangshui ZhangFei Wang
- 期刊名称：《Data mining and knowledge discovery》 | 2018年第6期
- Finite Mixture Regression;
- Mixed-type response;
- Incomplete targets;
- Anomaly detection;
- Task clustering;
78.Online summarization of dynamic graphs using subjective interestingness for sequential data
- 作者：Kapoor Sarang;Saxena Dhish Kumar;van Leeuwen Matthijs
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第1期
- Graph summarization;
- Maximum entropy principle;
- Subjective interestingness;
- Dynamic graphs;
79.Data clustering with partial supervision
- 作者：Bouchachia A;Pedrycz W
- 期刊名称：《Data mining and knowledge discovery》 | 2006年第1期
- clustering;
- partial supervision;
- classification;
- class discrimination;
- linear regression;
- CLASSIFICATION;
80.Fast approximation of betweenness centrality through sampling
- 作者：Riondato Matteo;Kornaropoulos Evgenios M.
- 期刊名称：《Data mining and knowledge discovery》 | 2016年第2期
- Social network analysis;
- Betweenness centrality;
- VC-dimension;
- Sampling;
- Approximation algorithms;
81.NegPSpan: efficient extraction of negative sequential patterns with embedding constraints
- 作者：Guyet Thomas;Quiniou Rene
- 期刊名称：《Data mining and knowledge discovery》 | 2020年第2期
- Sequential patterns mining;
- Pattern semantics;
- Absence modeling;
- Negative containment;
82.Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data
- 作者：Jin Yuan;Liu Ming;Li YunfengXu RuohuaDu LanGao LongxiangXiang Yong
- 期刊名称：《Data mining and knowledge discovery》 | 2021年第2期
- Non-negative tensor factorization;
- Variational auto-encoders;
- Neural networks;
- Latent variable modelling;
- Count data;
83.A framework for dissimilarity-based partitioning clustering of categorical time series
- 作者：Garcia-Magarinos Manuel;Vilar Jos A.
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第2期
84.Communication-Efficient Distributed Mining of Association Rules
- 作者：Assaf Schuster;Ran Wolff
- 期刊名称：《Data mining and knowledge discovery》 | 2004年第2期
- Association Rules;
- data mining;
- distributed algorithms;
- communication-efficient;
85.EACD: evolutionary adaptation to concept drifts in data streams
- 作者：Ghomeshi Hossein;Gaber Mohamed Medhat;Kovalchuk Yevgeniya
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第3期
- Data streams;
- Ensemble learning;
- Concept drifts;
- Evolutionary algorithms;
- Genetic algorithm;
- Non-stationary environments;
86.A general framework for predictive tensor modeling with domain knowledge
- 作者：Zhu Yada;He Jingrui;Lawrence Richard D.
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第6期
- Classifier design and evaluation;
- Algorithms;
- Data mining;
- Tensor;
- Semiconductor manufacturing;
- Wafer quality;
- Virtual metrology;
87.Accelerated EM-based clustering of large data sets
- 作者：Verbeek JJ;Nunnink JRJ;Vlassis N
- 期刊名称：《Data mining and knowledge discovery》 | 2006年第3期
- Gaussian mixtures;
- EM algorithm;
- free energy;
- kd-trees;
- large data sets;
- ALGORITHM;
- MODELS;
- TREES;
88.Learning edge weights in file co-occurrence graphs for malware detection
- 作者：Mao Weixuan;Cai Zhongmin;Zeng BoGuan Xiaohong
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第1期
- Malware detection;
- Edge-weight learning;
- Graph based semi-supervised learning;
- Bipartite graph;
89.Using dynamic time warping distances as features for improved time series classification
- 作者：Kate Rohit J.
- 期刊名称：《Data mining and knowledge discovery》 | 2016年第2期
- Time series classification;
- Dynamic time warping;
- Symbolic aggregate approximation;
90.Efficient temporal mining of micro-blog texts and its application to event discovery
- 作者：Stilo Giovanni;Velardi Paola
- 期刊名称：《Data mining and knowledge discovery》 | 2016年第2期
- Event detection;
- Temporal mining;
- Symbolic Aggregate ApproXimation;
- Microblog analysis;
91.Classification of streaming time series under more realistic assumptions
- 作者：Hu Bing;Chen Yanping;Keogh Eamonn
- 期刊名称：《Data mining and knowledge discovery》 | 2016年第2期
- Time series classification;
- Data dictionary;
- Anytime algorithms;
92.Editor's Note
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第3期
93.A survey and benchmarking study of multitreatment uplift modeling
- 作者：Olaya Diego;Coussement Kristof;Verbeke Wouter
- 期刊名称：《Data mining and knowledge discovery》 | 2020年第2期
- Uplift modeling;
- Business analytics;
- Prescriptive analytics;
- Causality;
- Matching;
- Literature survey;
94.Scalable clustering algorithms with balancing constraints
- 作者：Banerjee A;Ghosh J
- 期刊名称：《Data mining and knowledge discovery》 | 2006年第3期
- scalable clustering;
- balanced clustering;
- constrained clustering;
- sampling;
- stable marriage problem;
- text clustering;
95.Binary matrix factorization for analyzing geneexpression data
- 作者：Zhong-Yuan Zhang;Tao Li;Chris DingXian-Wen RenXiang-Sun Zhang
- 期刊名称：《Data mining and knowledge discovery》 | 2010年第1期
- Biclustering;
- Non-negative matrix factorization;
- Boundedness propertyof NMF;
- Binary matrix;
96.Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series
- 作者：Hu Bing;Rakthanmanon Thanawin;Hao YuanEvans ScottLonardi StefanoKeogh Eamonn
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第2期
- Time Series;
- MDL;
- Dimensionality reduction;
97.Using Self-Similarity to Cluster Large Data Sets
- 作者：Daniel Barbara;Ping Chen
- 期刊名称：《Data mining and knowledge discovery》 | 2003年第2期
- clustering;
- self-similarity;
- scalability;
98.Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring
- 作者：Meger Nicolas;Rigotti Christophe;Pothier CatherineTuan NguyenLodge FelicityGueguen LionelAndreoli RemiDoin Marie-PierreDatcu Mihai
- 期刊名称：《Data mining and knowledge discovery》 | 2019年第1期
- Satellite Image Time Series;
- Summarization;
- Swap randomization;
- Mutual information;
- Crustal deformation;
- Environmental monitoring;
99.Weakly supervised nonnegative matrix factorization for user-driven clustering
- 作者：Choo Jaegul;Lee Changhyun;Reddy Chandan K.Park Haesun
- 期刊名称：《Data mining and knowledge discovery》 | 2015年第6期
- Nonnegative matrix factorization;
- Semi-supervised clustering;
- User-driven clustering;
- Regularization;
100.Efficient Multisplitting Revisited: Optima-Preserving Elimination of Partition Candidates
- 作者：Tapio Elomaa;Juho Rousu
- 期刊名称：《Data mining and knowledge discovery》 | 2004年第2期
- numerical attributes;
- optimal partitions;
- convex functions;
- boundary points;

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