Search - IFIP - Lecture Notes in Computer Science Access content directly

Filter your results

72 results
Deposit type : Annex
Deposit type : Fulltext
level0_domain_s : Humanities and Social Sciences
Page :
sorted by
Image document

On-the-fly Black-Box Probably Approximately Correct Checking of Recurrent Neural Networks

 Franz Mayr , Ramiro Visca , Sergio Yovine
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.343-363, ⟨10.1007/978-3-030-57321-8_19⟩
Conference papers hal-03414742v1
Image document

“I’m Disabled and Married to a Foreign Single Mother”. Public Service Chatbot’s Advice on Citizens’ Complex Lives

 Linett Simonsen , Tina Steinstø , Guri Verne , Tone Bratteteig
12th International Conference on Electronic Participation (ePart), Aug 2020, Linköping, Sweden. pp.133-146, ⟨10.1007/978-3-030-58141-1_11⟩
Conference papers hal-03201962v1
Image document

A Projected Stochastic Gradient Algorithm for Estimating Shapley Value Applied in Attribute Importance

 Grah Simon , Thouvenot Vincent
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.97-115, ⟨10.1007/978-3-030-57321-8_6⟩
Conference papers hal-03414720v1
Image document

Calibrating Human-AI Collaboration: Impact of Risk, Ambiguity and Transparency on Algorithmic Bias

 Philipp Schmidt , Felix Biessmann
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.431-449, ⟨10.1007/978-3-030-57321-8_24⟩
Conference papers hal-03414725v1
Image document

ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate and Compare Multi-class Classifiers

 Andreas Theissler , Simon Vollert , Patrick Benz , Laurentius A. Meerhoff , Marc Fernandes
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.281-300, ⟨10.1007/978-3-030-57321-8_16⟩
Conference papers hal-03414731v1
Image document

Measure What Matters: A Dual Outcome Service Quality Model for Government Service Delivery

 Willem Pieterson , Cindy Weng
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.138-150, ⟨10.1007/978-3-030-57599-1_11⟩
Conference papers hal-03282778v1
Image document

Technical Debt Management: A Systematic Literature Review and Research Agenda for Digital Government

 Mille Edith Nielsen , Christian Østergaard Madsen , Mircea Filip Lungu
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.121-137, ⟨10.1007/978-3-030-57599-1_10⟩
Conference papers hal-03282762v1
Image document

AI-Enabled Innovation in the Public Sector: A Framework for Digital Governance and Resilience

 Gianluca Misuraca , Gianluigi Viscusi
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.110-120, ⟨10.1007/978-3-030-57599-1_9⟩
Conference papers hal-03282777v1
Image document

Improving Short Text Classification Through Global Augmentation Methods

 Vukosi Marivate , Tshephisho Sefara
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.385-399, ⟨10.1007/978-3-030-57321-8_21⟩
Conference papers hal-03414750v1
Image document

Analysing Legal Information Requirements for Public Policy Making

 Charalampos Alexopoulos , Shefali Virkar , Michalis Avgerinos Loutsaris , Anna-Sophie Novak , Euripidis Loukis
12th International Conference on Electronic Participation (ePart), Aug 2020, Linköping, Sweden. pp.95-108, ⟨10.1007/978-3-030-58141-1_8⟩
Conference papers hal-03201954v1
Image document

Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM

 Lars Hillebrand , David Biesner , Christian Bauckhage , Rafet Sifa
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.401-422, ⟨10.1007/978-3-030-57321-8_22⟩
Conference papers hal-03414746v1
Image document

Scenario-Based Requirements Elicitation for User-Centric Explainable AI

 Douglas Cirqueira , Dietmar Nedbal , Markus Helfert , Marija Bezbradica
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.321-341, ⟨10.1007/978-3-030-57321-8_18⟩
Conference papers hal-03414721v1
Image document

Explainable Reinforcement Learning: A Survey

 Erika Puiutta , Eric Veith
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.77-95, ⟨10.1007/978-3-030-57321-8_5⟩
Conference papers hal-03414722v1
Image document

The Explanation Game: Explaining Machine Learning Models Using Shapley Values

 Luke Merrick , Ankur Taly
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.17-38, ⟨10.1007/978-3-030-57321-8_2⟩
Conference papers hal-03414754v1
Image document

Towards a Framework for Open Data Publishers: A Comparison Study Between Sweden and Belgium

 Jonathan Crusoe , Anthony Simonofski , Antoine Clarinval
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.262-274, ⟨10.1007/978-3-030-57599-1_20⟩
Conference papers hal-03282788v1
Image document

An Efficient Method for Mining Informative Association Rules in Knowledge Extraction

 Parfait Bemarisika , André Totohasina
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.227-247, ⟨10.1007/978-3-030-57321-8_13⟩
Conference papers hal-03414741v1
Image document

Between Overexploitation and Underexploitation of Digital Opportunities – A Case Study with Focus on Affordances and Constraints

 Göran Goldkuhl
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.3-14, ⟨10.1007/978-3-030-57599-1_1⟩
Conference papers hal-03282784v1
Image document

Utilizing an Investment Instrument for Digital Transformation: A Case Study of a Large Swedish Municipality

 Jwan Khisro
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.71-81, ⟨10.1007/978-3-030-57599-1_6⟩
Conference papers hal-03282765v1
Image document

Generating Value from Government Data Using AI: An Exploratory Study

 Yingying Gao , Marijn Janssen
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.319-331, ⟨10.1007/978-3-030-57599-1_24⟩
Conference papers hal-03282774v1
Image document

Subverting Network Intrusion Detection: Crafting Adversarial Examples Accounting for Domain-Specific Constraints

 Martin Teuffenbach , Ewa Piatkowska , Paul Smith
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.301-320, ⟨10.1007/978-3-030-57321-8_17⟩
Conference papers hal-03414751v1
Image document

Property-Based Testing for Parameter Learning of Probabilistic Graphical Models

 Anna Saranti , Behnam Taraghi , Martin Ebner , Andreas Holzinger
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.499-515, ⟨10.1007/978-3-030-57321-8_28⟩
Conference papers hal-03414744v1
Image document

A Methodology for Retrieving Datasets from Open Government Data Portals Using Information Retrieval and Question and Answering Techniques

 Raissa Barcellos , Flavia Bernardini , Jose Viterbo
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.239-249, ⟨10.1007/978-3-030-57599-1_18⟩
Conference papers hal-03282773v1
Image document

Digital Transformation in the Context of the Open Government Partnership

 Noella Edelmann , Mary Francoli
12th International Conference on Electronic Participation (ePart), Aug 2020, Linköping, Sweden. pp.69-80, ⟨10.1007/978-3-030-58141-1_6⟩
Conference papers hal-03201955v1
Image document

Trust in Citizens and Forms of Political Participation: The View of Public Managers

 Joachim Åström , Martin Karlsson
12th International Conference on Electronic Participation (ePart), Aug 2020, Linköping, Sweden. pp.15-25, ⟨10.1007/978-3-030-58141-1_2⟩
Conference papers hal-03201960v1
Image document

Applying AI in Practice: Key Challenges and Lessons Learned

 Lukas Fischer , Lisa Ehrlinger , Verena Geist , Rudolf Ramler , Florian Sobieczky , et al.
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.451-471, ⟨10.1007/978-3-030-57321-8_25⟩
Conference papers hal-03414730v1
Image document

A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images

 Fabrizio Nunnari , Chirag Bhuvaneshwara , Abraham Obinwanne Ezema , Daniel Sonntag
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.191-208, ⟨10.1007/978-3-030-57321-8_11⟩
Conference papers hal-03414735v1
Image document

Open Government Data from the Perspective of Information Needs - A Tentative Conceptual Model

 Jonathan Crusoe , Elisabeth Gebka , Karin Ahlin
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.250-261, ⟨10.1007/978-3-030-57599-1_19⟩
Conference papers hal-03282776v1
Image document

eHealth in the Hood: Exploring Digital Participation in a Swedish Suburb

 Karin Skill , Ahmed Kaharevic
12th International Conference on Electronic Participation (ePart), Aug 2020, Linköping, Sweden. pp.121-132, ⟨10.1007/978-3-030-58141-1_10⟩
Conference papers hal-03201952v1
Image document

Open Government Data Systems: Learning from a Public Utility Perspective

 Jonathan Crusoe , Anneke Zuiderwijk , Ulf Melin
19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.275-289, ⟨10.1007/978-3-030-57599-1_21⟩
Conference papers hal-03282790v1
Image document

Cooperation Between Data Analysts and Medical Experts: A Case Study

 Judita Rokošná , František Babič , Ljiljana Trtica Majnarić , Ľudmila Pusztová
4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.173-190, ⟨10.1007/978-3-030-57321-8_10⟩
Conference papers hal-03414736v1
Page :