國立高雄大學圖資館 |

Language: English

Back

Advances in intelligent data analysi...

(1998 :)

Advances in intelligent data analysis XVI16th International Symposium, IDA 2017, London, UK, October 26-28, 2017 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advances in intelligent data analysis XVIedited by Niall Adams, Allan Tucker, David Weston.
Reminder of title:	16th International Symposium, IDA 2017, London, UK, October 26-28, 2017 : proceedings /
remainder title:	IDA 2017
other author:	Adams, Niall.
corporate name:
Published:	Cham :Springer International Publishing :2017.
Description:	xiii, 348 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Pattern recognition systemsCongresses.
Online resource:	http://dx.doi.org/10.1007/978-3-319-68765-0
ISBN:	9783319687650$q(electronic bk.)

Advances in intelligent data analysis XVI16th International Symposium, IDA 2017, London, UK, October 26-28, 2017 : proceedings /
Advances in intelligent data analysis XVI16th International Symposium, IDA 2017, London, UK, October 26-28, 2017 : proceedings /[electronic resource] :IDA 2017edited by Niall Adams, Allan Tucker, David Weston. - Cham :Springer International Publishing :2017. - xiii, 348 p. :ill., digital ;24 cm. - Lecture notes in computer science,105840302-9743 ;. - Lecture notes in computer science ;4891..

Improving Chairlift Security with Deep Learning -- Discovering motifs with variants in music databases -- Biclustering Multivariate Time Series -- Visualization of Topic-Sentiment Dynamics in Crowdfunding Projects -- Regression tree for bandits models in A/B testing -- Seasonal Variation in Collective Mood via Twitter Content and Medical Purchases -- Skin Cancer Detection in Dermoscopy Images Using Sub-Region Features -- Bucket Selection: A Model-Independent Diverse Selection Strategy for Widening -- Interactive Pattern Sampling for Characterizing Unlabeled Data -- Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories -- Natural Language Analysis of Online Health Forums -- Freudian Slips: Analysing the Internal Representations of a Neural Network from its Mistakes -- KAPMiner: Mining ordered association rules with constraints -- A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics -- ABIDE: Querying Time-Evolving Sequences of Temporal Intervals -- The Actors of History: Narrative Network Analysis Reveals the Institutions of Power in British Society Between 1800-1950 -- Learning DTW-Preserving Shapelets -- Droplet Ensemble Learning on Drifting Data Streams -- Predictive clustering trees for hierarchical multi-target regression -- Identifying novel features from specimen data for the prediction of valuable field trips -- Adapting supervised classifiation algorithms to arbitrary weak label scenarios -- The Combination of Decision in Crowds When The Number of Reliable Annotator is Rare -- Estimating Sequence Similarity from Contig Sets -- Computational Topology Techniques for Characterizing Time-Series Data -- Improving Cold-Start Recommendations with Social-Media Trends and Reputations -- Hierarchical Novelty Detection -- Towards automatic evaluation of asphalt irregularity using smartphone's Sensors -- A structural benchmark for logical argumentation frameworks.

This book constitutes the conference proceedings of the 16th International Symposium on Intelligent Data Analysis, which was held in October 2017 in London, UK. The 28 full papers presented in this book were carefully reviewed and selected from 66 submissions. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. IDA solicits papers on all aspects of intelligent data analysis, including papers on intelligent support for modelling and analyzing data from complex, dynamical systems.

ISBN: 9783319687650$q(electronic bk.)

Standard No.: 10.1007/978-3-319-68765-0doiSubjects--Topical Terms:

387176
Pattern recognition systems
--Congresses.

LC Class. No.: Q337.5

Dewey Class. No.: 006.4

Advances in intelligent data analysis XVI16th International Symposium, IDA 2017, London, UK, October 26-28, 2017 : proceedings /
LDR:03671nmm a2200361 a 4500 001 523383
003 DE-He213
005 20171003064722.0
006 m d
007 cr nn 008maaau
008 180628s2017 gw s 0 eng d
020 $a 9783319687650$q(electronic bk.)
020 $a 9783319687643$q(paper)
024 7 $a 10.1007/978-3-319-68765-0 $2 doi
035 $a 978-3-319-68765-0
040 $a GP $c GP
041 0 $a eng
050 4 $a Q337.5
072 7 $a UN $2 bicssc
072 7 $a UMT $2 bicssc
072 7 $a COM021000 $2 bisacsh
082 0 4 $a 006.4 $2 23
090 $a Q337.5 $b .I61 2017
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Advances in intelligent data analysis XVI $h [electronic resource] : $b 16th International Symposium, IDA 2017, London, UK, October 26-28, 2017 : proceedings / $c edited by Niall Adams, Allan Tucker, David Weston.
246 3 $a IDA 2017
246 3 $a Advances in intelligent data analysis 16
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
300 $a xiii, 348 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 10584
505 0 $a Improving Chairlift Security with Deep Learning -- Discovering motifs with variants in music databases -- Biclustering Multivariate Time Series -- Visualization of Topic-Sentiment Dynamics in Crowdfunding Projects -- Regression tree for bandits models in A/B testing -- Seasonal Variation in Collective Mood via Twitter Content and Medical Purchases -- Skin Cancer Detection in Dermoscopy Images Using Sub-Region Features -- Bucket Selection: A Model-Independent Diverse Selection Strategy for Widening -- Interactive Pattern Sampling for Characterizing Unlabeled Data -- Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories -- Natural Language Analysis of Online Health Forums -- Freudian Slips: Analysing the Internal Representations of a Neural Network from its Mistakes -- KAPMiner: Mining ordered association rules with constraints -- A Dynamic Adaptive Questionnaire for Improved Disease Diagnostics -- ABIDE: Querying Time-Evolving Sequences of Temporal Intervals -- The Actors of History: Narrative Network Analysis Reveals the Institutions of Power in British Society Between 1800-1950 -- Learning DTW-Preserving Shapelets -- Droplet Ensemble Learning on Drifting Data Streams -- Predictive clustering trees for hierarchical multi-target regression -- Identifying novel features from specimen data for the prediction of valuable field trips -- Adapting supervised classifiation algorithms to arbitrary weak label scenarios -- The Combination of Decision in Crowds When The Number of Reliable Annotator is Rare -- Estimating Sequence Similarity from Contig Sets -- Computational Topology Techniques for Characterizing Time-Series Data -- Improving Cold-Start Recommendations with Social-Media Trends and Reputations -- Hierarchical Novelty Detection -- Towards automatic evaluation of asphalt irregularity using smartphone's Sensors -- A structural benchmark for logical argumentation frameworks.
520 $a This book constitutes the conference proceedings of the 16th International Symposium on Intelligent Data Analysis, which was held in October 2017 in London, UK. The 28 full papers presented in this book were carefully reviewed and selected from 66 submissions. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. IDA solicits papers on all aspects of intelligent data analysis, including papers on intelligent support for modelling and analyzing data from complex, dynamical systems.
650 0 $a Pattern recognition systems $v Congresses. $3 387176
650 0 $a Mathematical statistics $3 182294
650 0 $a Mathematical statistics $x Data processing $3 240397
650 1 4 $a Computer Science. $3 212513
650 2 4 $a Database Management. $3 273994
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Information Storage and Retrieval. $3 274190
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
650 2 4 $a Computing Methodologies. $3 274528
700 1 $a Adams, Niall. $3 794493
700 1 $a Tucker, Allan. $3 585097
700 1 $a Weston, David. $3 794494
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-68765-0
950 $a Computer Science (Springer-11645)