the proceedings contain 118 papers. the topics discussed include: efficient algorithms for mining frequent and closed patterns from semi-structured data;supporting creativity: towards associative discovery of new insi...
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ISBN:
(纸本)3540681248
the proceedings contain 118 papers. the topics discussed include: efficient algorithms for mining frequent and closed patterns from semi-structured data;supporting creativity: towards associative discovery of new insights;subclass: classification of multidimensional noisy data using subspace clusters;a decremental approach for mining frequent itemsets from uncertain data;multi-class named entity recognition via bootstrapping with dependency tree-based patterns;towards region discovery in spatial datasets;unsupervised change analysis using supervised learning;minimum variance associations - discovering relationships in numerical data;an efficient unordered tree kernel and its application to Glycan classification;and generation globally relevant continuous features for classification.
the two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17thpacific-asiaconference on knowledgediscovery and datamining, PAKDD 2013, held in Gold Coast, Australia, in April 2013. the t...
ISBN:
(数字)9783642374562
ISBN:
(纸本)9783642374555;9783642374562
the two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17thpacific-asiaconference on knowledgediscovery and datamining, PAKDD 2013, held in Gold Coast, Australia, in April 2013. the total of 98 papers presented in these proceedings was carefully reviewed and selected from 363 submissions. they cover the general fields of datamining and KDD extensively, including pattern mining, classification, graph mining, applications, machine learning, feature selection and dimensionality reduction, multiple information sources mining, social networks, clustering, text mining, text classification, imbalanced data, privacy-preserving datamining, recommendation, multimedia datamining, stream datamining, data preprocessing and representation.
the two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18thpacific-asiaconference on knowledgediscovery and datamining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. the 40 full pa...
ISBN:
(数字)9783319066042
ISBN:
(纸本)9783319066042;9783319066059
the two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18thpacific-asiaconference on knowledgediscovery and datamining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. the 40 full papers and the 60 short papers presented within these proceedings were carefully reviewed and selected from 371 submissions. they cover the general fields of pattern mining; social network and social media; classification; graph and network mining; applications; privacy preserving; recommendation; feature selection and reduction; machine learning; temporal and spatial data; novel algorithms; clustering; biomedical datamining; stream mining; outlier and anomaly detection; multi-sources mining; and unstructured data and text mining.
this two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19thpacific-asiaconference on Advances in knowledgediscovery and datamining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May...
ISBN:
(数字)9783319180380
ISBN:
(纸本)9783319180373;9783319180380
this two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19thpacific-asiaconference on Advances in knowledgediscovery and datamining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May *** proceedings contain 117 paper carefully reviewed and selected from 405 submissions. they have been organized in topical sections named: social networks and social media; classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; outlier and anomaly detection; mining uncertain and imprecise data; mining temporal and spatial data; feature extraction and selection; mining heterogeneous, high-dimensional and sequential data; entity resolution and topic-modeling; itemset and high-performance datamining; and recommendations.
this two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19thpacific-asiaconference on Advances in knowledgediscovery and datamining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May...
ISBN:
(数字)9783319180328
ISBN:
(纸本)9783319180311;9783319180328
this two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19thpacific-asiaconference on Advances in knowledgediscovery and datamining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May *** proceedings contain 117 paper carefully reviewed and selected from 405 submissions. they have been organized in topical sections named: social networks and social media; classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; outlier and anomaly detection; mining uncertain and imprecise data; mining temporal and spatial data; feature extraction and selection; mining heterogeneous, high-dimensional, and sequential data; entity resolution and topic-modeling; itemset and high-performance datamining; and recommendations.
the proceedings contain 101 papers. the topics discussed include: machine learning for analyzing human brain function;subgroup discovery techniques and applications;a Kennel function method in clustering;extraction of...
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ISBN:
(纸本)3540260765
the proceedings contain 101 papers. the topics discussed include: machine learning for analyzing human brain function;subgroup discovery techniques and applications;a Kennel function method in clustering;extraction of frequent few-overlapped monotone DNF formulas;pruning derivative partial rules during impact rule discovery;finding sporadic rules using apriori-inverse;pushing tougher constraints in frequent pattern mining;online algorithms for mining inter-stream associations from large sensor networks;conditional random fields for transmembrane helix prediction;an automatic unsupervised querying algorithm for efficient information extraction in biomedical domain;and comparison of tree based methods on mammography data.
the proceedings contain 17 papers. the special focus in this conference is on Literature-Based discovery. the topics include: Automatic detection of sexist statements commonly used at the workplace;hybrid dimensionali...
ISBN:
(纸本)9783030604691
the proceedings contain 17 papers. the special focus in this conference is on Literature-Based discovery. the topics include: Automatic detection of sexist statements commonly used at the workplace;hybrid dimensionality reduction technique for hyperspectral images using random projection and manifold learning;clustering spatial data via mixture models with dynamic weights;temporal convolutional network based transfer learning for structural health monitoring of composites;dilated convolutional recurrent deep network with transfer learning for remaining useful life prediction;generative modeling for synthesis of cellular imaging data for low-cost drug repurposing application;a study of game payment datamining: Predicting high-value users for mmorpgs;towards expert preference on academic article recommendation using bibliometric networks;research in progress: Explaining the moderating effect of massively multiplayer online (mmo) games on the relationship between flow and game addiction using literature-based discovery (lbd);a network approach for mapping and classifying shared terminologies between disparate literatures in the social sciences;towards creating a new triple store for literature-based discovery;who is who in literature-based discovery: Preliminary analysis;adversarial deep factorization for recommender systems;detection of spammers using modified diffusion convolution neural network;dynamics of online toxicity in the asia-pacific region.
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