LEADER 06290nam 22007935 450 001 996466447703316 005 20201105191815.0 010 $a3-030-13453-9 024 7 $a10.1007/978-3-030-13453-2 035 $a(CKB)4100000007656572 035 $a(DE-He213)978-3-030-13453-2 035 $a(MiAaPQ)EBC5926702 035 $a(PPN)235004073 035 $a(EXLCZ)994100000007656572 100 $a20190215d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aECML PKDD 2018 Workshops$b[electronic resource] $eNemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings /$fedited 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 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (X, 257 p. 92 illus., 59 illus. in color.) 225 1 $aLecture Notes in Artificial Intelligence ;$v11329 311 $a3-030-13452-0 327 $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 Adversarial Setting 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. 330 $aThis book constitutes revised selected papers from the workshops Nemesis, UrbReas, SoGood, IWAISe, and Green Data Mining, held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018. The 20 papers presented in this volume were carefully reviewed and selected from a total of 32 submissions. The workshops included are: Nemesis 2018: First Workshop on Recent Advances in Adversarial Machine Learning UrbReas 2018: First International Workshop on Urban Reasoning from Complex Challenges in Cities SoGood 2018: Third Workshop on Data Science for Social Good IWAISe 2018: Second International Workshop on Artificial Intelligence in Security Green Data Mining 2018: First International Workshop on Energy Efficient Data Mining and Knowledge Discovery. 410 0$aLecture Notes in Artificial Intelligence ;$v11329 606 $aArtificial intelligence 606 $aComputer security 606 $aOptical data processing 606 $aComputer communication systems 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aSystems and Data Security$3https://scigraph.springernature.com/ontologies/product-market-codes/I28060 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022 615 0$aArtificial intelligence. 615 0$aComputer security. 615 0$aOptical data processing. 615 0$aComputer communication systems. 615 14$aArtificial Intelligence. 615 24$aSystems and Data Security. 615 24$aImage Processing and Computer Vision. 615 24$aComputer Communication Networks. 676 $a006.3 702 $aAlzate$b Carlos$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMonreale$b Anna$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aAssem$b Haytham$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBifet$b Albert$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBuda$b Teodora Sandra$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCaglayan$b Bora$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDrury$b Brett$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGarcía-Martín$b Eva$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGavaldà$b Ricard$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKoprinska$b Irena$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKramer$b Stefan$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLavesson$b Niklas$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMadden$b Michael$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMolloy$b Ian$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNicolae$b Maria-Irina$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSinn$b Mathieu$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466447703316 996 $aECML PKDD 2018 Workshops$92496350 997 $aUNISA