the proceedings contain 111 papers. the topics discussed include: efficient privacy-preserving link discovery;on link privacy in randomizing social networks;sentence-level novelty detection in English and Malay;text c...
ISBN:
(纸本)3642013066
the proceedings contain 111 papers. the topics discussed include: efficient privacy-preserving link discovery;on link privacy in randomizing social networks;sentence-level novelty detection in English and Malay;text categorization using fuzzy proximal SVM and distributional clustering of words;cool blog classification from positive and unlabeled examples;thai word segmentation with hidden markov model and decision tree;an efficient method for generating, storing and matching features for text mining;robust graph hyperparameter learning for graph based semi-supervised classification;regularized local reconstruction for clustering;clustering with lower bound on similarity;an integration of Fuzzy association rules and wordnet for document clustering;and a polynomial-delay polynomial-space algorithm for extracting frequent diamond episodes from event sequences.
the two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18thpacific-asiaconference on knowledge Discovery 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 knowledge Discovery 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.
the two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18thpacific-asiaconference on knowledge Discovery and datamining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. the 40 full pa...
ISBN:
(数字)9783319066080
ISBN:
(纸本)9783319066073;9783319066080
the two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18thpacific-asiaconference on knowledge Discovery 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.
Issue Title: Special Issue:Best Papers from the 12thpacific-asiaconference on knowledge Discovery and datamining (PAKDD2008);Guest Editors: Takashi Washio, Einoshin Suzuki and Kai Ming Ting
Issue Title: Special Issue:Best Papers from the 12thpacific-asiaconference on knowledge Discovery and datamining (PAKDD2008);Guest Editors: Takashi Washio, Einoshin Suzuki and Kai Ming Ting
the two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17thpacific-asiaconference on knowledge Discovery 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 knowledge Discovery 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 proceedings contain 50 papers. the special focus in this conference is on asia-pacific Digital Libraries. the topics include: Retrospectively mining War Impacts upon Collective Moral Motivation from Historical New...
ISBN:
(纸本)9789819608645
the proceedings contain 50 papers. the special focus in this conference is on asia-pacific Digital Libraries. the topics include: Retrospectively mining War Impacts upon Collective Moral Motivation from Historical Newspaper Archives;does Oral knowledge Belongs to Library: Library Professionals’ Perspective;Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents;an Experimental Framework for Designing Document Structure for Users’ Decision Making: An Empirical Study of Recipes;digital Library Models: A Systematic Review;practice and Reflection on the Co-construction and Sharing of Information Resources Within a Consortium Context: A Case Study of Chinese National Agricultural Big data and Information Service Alliance;semantic Models of Flows;preliminary Analysis of Research data Policies in Japanese Universities;development of a Common data Set for Smart City in thailand: Research Concept Paper;Expectancy-Value Beliefs as Predictors of Student Intentions in AI Learning and Application;can Pre-trained Language Models Generate Titles for Research Papers?;generative Agents Navigating Digital Libraries;Developing an AI-Enhanced Conversation Application on DSpace: Technical Procedure and Details;Exploring GenAI’s Role in Digital Cultural Memory at Museums and Art Galleries in Indonesia: AR and VR Perspectives;Evaluation of the Quality of AI-Generated Scientific Text Under Different Types of Cognitive Complexity Tasks;Generating Surprising and Diverse Ideas Using ChatGPT;using Annotator Labels Instead of Golden Labels for Fine Emotion Detection;clarifying Questions Generation for Conversational Search Based on "People Also Ask" Feature;Digital Nudge Alerts: Fact-Checking Generative AI Responses;Evaluating Large Language Models for Healthcare: Insights from MCQ Evaluation;Capabilities and Challenges of LLMs in Metadata Extraction from Scholarly Papers.
the proceedings contain 50 papers. the special focus in this conference is on asia-pacific Digital Libraries. the topics include: Retrospectively mining War Impacts upon Collective Moral Motivation from Historical New...
ISBN:
(纸本)9789819608676
the proceedings contain 50 papers. the special focus in this conference is on asia-pacific Digital Libraries. the topics include: Retrospectively mining War Impacts upon Collective Moral Motivation from Historical Newspaper Archives;does Oral knowledge Belongs to Library: Library Professionals’ Perspective;Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents;an Experimental Framework for Designing Document Structure for Users’ Decision Making: An Empirical Study of Recipes;digital Library Models: A Systematic Review;practice and Reflection on the Co-construction and Sharing of Information Resources Within a Consortium Context: A Case Study of Chinese National Agricultural Big data and Information Service Alliance;semantic Models of Flows;preliminary Analysis of Research data Policies in Japanese Universities;development of a Common data Set for Smart City in thailand: Research Concept Paper;Expectancy-Value Beliefs as Predictors of Student Intentions in AI Learning and Application;can Pre-trained Language Models Generate Titles for Research Papers?;generative Agents Navigating Digital Libraries;Developing an AI-Enhanced Conversation Application on DSpace: Technical Procedure and Details;Exploring GenAI’s Role in Digital Cultural Memory at Museums and Art Galleries in Indonesia: AR and VR Perspectives;Evaluation of the Quality of AI-Generated Scientific Text Under Different Types of Cognitive Complexity Tasks;Generating Surprising and Diverse Ideas Using ChatGPT;using Annotator Labels Instead of Golden Labels for Fine Emotion Detection;clarifying Questions Generation for Conversational Search Based on "People Also Ask" Feature;Digital Nudge Alerts: Fact-Checking Generative AI Responses;Evaluating Large Language Models for Healthcare: Insights from MCQ Evaluation;Capabilities and Challenges of LLMs in Metadata Extraction from Scholarly Papers.
Categorical data classification and clustering are essential to many fields, including pattern recognition, datamining, knowledge discovery, and machine learning. It is crucial to understand how to provide categorica...
详细信息
this two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19thpacific-asiaconference on Advances in knowledge Discovery 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 knowledge Discovery 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 knowledge Discovery 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 knowledge Discovery 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.
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