000 06277nam a22007575i 4500
001 978-3-030-13453-2
003 DE-He213
005 20240730175152.0
007 cr nn 008mamaa
008 190215s2019 sz | s |||| 0|eng d
020 _a9783030134532
_9978-3-030-13453-2
024 7 _a10.1007/978-3-030-13453-2
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aECML PKDD 2018 Workshops
_h[electronic resource] :
_bNemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings /
_cedited by Carlos Alzate, Anna Monreale, Haytham Assem, Albert Bifet, Teodora Sandra Buda, Bora Caglayan, Brett Drury, Eva García-Martín, Ricard Gavaldà, Irena Koprinska, Stefan Kramer, Niklas Lavesson, Michael Madden, Ian Molloy, Maria-Irina Nicolae, Mathieu Sinn.
250 _a1st ed. 2019.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2019.
300 _aX, 257 p. 92 illus., 59 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v11329
505 0 _aLabel Sanitization against Label Flipping Poisoning Attacks -- Limitations of the Lipschitz constant as a Defense Against Adversarial Examples -- Understanding Adversarial Space through the Lens of Attribution -- Detecting Potential Local Adversarial Examples for Human-Interpretable Defense -- Smart Cities with Deep Edges -- Computational Model for Urban Growth Using Socioeconomic Latent Parameters -- Object Geolocation from Crowdsourced Street Level Imagery -- Extending Support Vector Regression to Constraint Optimization: Application to the Reduction of Potentially Avoidable Hospitalizations -- SALER: a Data Science Solution to Detect and Prevent Corruption in Public Administration -- MaaSim: A Liveability Simulation for Improving the Quality of Life in Cities -- Designing Data-Driven Solutions to Societal Problems: Challenges and Approaches -- Host based Intrusion Detection System with Combined CNN/RNN Model -- Cyber Attacks against the PC Learning Algorithm -- Neural Networks in an AdversarialSetting and Ill-Conditioned Weight Space -- Pseudo-Random Number Generation using Generative Adversarial Networks -- Context Delegation for Context-Based Access Control -- An Information Retrieval System For CBRNe Incidents -- A Virtual Testbed for Critical Incident Investigation with Autonomous Remote Aerial Vehicle Surveying, Artificial Intelligence, and Decision Support -- Event relevancy pruning in support of energy-efficient sequential pattern mining -- How to Measure Energy Consumption in Machine Learning Algorithms.
520 _aThis book constitutes revised selected papers from the workshops Nemesis, UrbReas, SoGood, IWAISe, and Green Data Mining, held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018. The 20 papers presented in this volume were carefully reviewed and selected from a total of 32 submissions. The workshops included are: Nemesis 2018: First Workshop on Recent Advances in Adversarial Machine Learning UrbReas 2018: First International Workshop on Urban Reasoning from Complex Challenges in Cities SoGood 2018: Third Workshop on Data Science for Social Good IWAISe 2018: Second International Workshop on Artificial Intelligence in Security Green Data Mining 2018: First International Workshop on Energy Efficient Data Mining and Knowledge Discovery.
650 0 _aArtificial intelligence.
_93407
650 0 _aData protection.
_97245
650 0 _aComputer vision.
_9115681
650 0 _aComputer networks .
_931572
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData and Information Security.
_931990
650 2 4 _aComputer Vision.
_9115682
650 2 4 _aComputer Communication Networks.
_9115683
700 1 _aAlzate, Carlos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115684
700 1 _aMonreale, Anna.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115685
700 1 _aAssem, Haytham.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115686
700 1 _aBifet, Albert.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115687
700 1 _aBuda, Teodora Sandra.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115688
700 1 _aCaglayan, Bora.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115689
700 1 _aDrury, Brett.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115690
700 1 _aGarcía-Martín, Eva.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115691
700 1 _aGavaldà, Ricard.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115692
700 1 _aKoprinska, Irena.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115693
700 1 _aKramer, Stefan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115694
700 1 _aLavesson, Niklas.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115695
700 1 _aMadden, Michael.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115696
700 1 _aMolloy, Ian.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115697
700 1 _aNicolae, Maria-Irina.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115698
700 1 _aSinn, Mathieu.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115699
710 2 _aSpringerLink (Online service)
_9115700
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030134525
776 0 8 _iPrinted edition:
_z9783030134549
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v11329
_9115701
856 4 0 _uhttps://doi.org/10.1007/978-3-030-13453-2
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c89805
_d89805