Paolo Scotton

According to our database, Paolo Scotton authored at least 34 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adapting LLMs for Structured Natural Language API Integration.

Robin Chan, Katsiaryna Mirylenka, Thomas Gschwind, Christoph Miksovic, Paolo Scotton, Enrico Toniato, Abdel Labbi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

A MIP-based approach to learn MR-Sort models with single-peaked preferences.

Pegdwende Minoungou, Vincent Mousseau, Wassila Ouerdane, Paolo Scotton

Ann. Oper. Res., June, 2023

Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems.

Michelle Brachman, Qian Pan, Hyo Jin Do, Casey Dugan, Arunima Chaudhary, James M. Johnson, Priyanshu Rai, Tathagata Chakraborti, Thomas Gschwind, Jim Alain Laredo, Christoph Miksovic, Paolo Scotton, Kartik Talamadupula, Gegi Thomas

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Graph Neural Networks for Entity Matching.

Evgeny Krivosheev, Katsiaryna Mirylenka, Mattia Atzeni, Paolo Scotton

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Attention-based Interpretability with Concept Transformers.

Mattia Rigotti, Christoph Miksovic, Ioana Giurgiu, Thomas Gschwind, Paolo Scotton

Proceedings of the Tenth International Conference on Learning Representations, 2022

A Goal-Driven Natural Language Interface for Creating Application Integration Workflows.

Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti, Arunima Chaudhary, Zhining Ding, Casey Dugan, David Gros, Thomas Gschwind, James M. Johnson, Jim Laredo, Christoph Miksovic, Qian Pan, Priyanshu Rai, Ramkumar Ramalingam, Paolo Scotton, Nagarjuna Surabathina, Kartik Talamadupula

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Learning MR-Sort Models from Non-Monotone Data.

Pegdwende Minoungou, Vincent Mousseau, Wassila Ouerdane, Paolo Scotton

CoRR, 2021

Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention.

Nasrullah Sheikh, Xiao Qin, Berthold Reinwald, Christoph Miksovic, Thomas Gschwind, Paolo Scotton

CoRR, 2021

Business Entity Matching with Siamese Graph Convolutional Networks.

Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Siamese Graph Neural Networks for Data Integration.

Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Fabio Casati

CoRR, 2020

2019

Fast Record Linkage for Company Entities.

Thomas Gschwind, Christoph Miksovic, Katsiaryna Mirylenka, Paolo Scotton

CoRR, 2019

Linking IT Product Records.

Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Salah-Eddine Bariol Alaoui

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Hidden Layer Models for Company Representations and Product Recommendations.

Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Jeff Dillon

Proceedings of the Advances in Database Technology, 2019

Fast Record Linkage for Company Entities.

Thomas Gschwind, Christoph Miksovic, Julian Minder, Katsiaryna Mirylenka, Paolo Scotton

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2014

IBM Secure Enterprise Desktop.

Michael Baentsch, Peter Buhler, Luis Garcés-Erice, Thomas Gschwind, Frank Höring, Michael Kuyper, Andreas Schade, Paolo Scotton, Peter Urbanetz

IBM J. Res. Dev., 2014

2012

Secure Enterprise Desktop.

Michael Baentsch, Paolo Scotton, Thomas Gschwind

ERCIM News, 2012

The Secure Enterprise Desktop: Changing Today's Computing Infrastructure.

Thomas Gschwind, Michael Baentsch, Andreas Schade, Paolo Scotton

Proceedings of the Service-Oriented and Cloud Computing - First European Conference, 2012

2009

A Code Generator for Distributing Sensor Data Models.

Urs Hunkeler, Paolo Scotton

Proceedings of the Sensor Systems and Software, 2009

A flexible and scalable message broker for sensor network integration.

Luis Garcés-Erice, Daniel Bauer, Paolo Scotton

Proceedings of the 4th International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2009), 2009

2008

Toward scalable real-time messaging.

Daniel Bauer, Luis Garcés-Erice, Sean Rooney, Paolo Scotton

IBM Syst. J., 2008

A quality-of-information-aware framework for data models in wireless sensor networks.

Urs Hunkeler, Paolo Scotton

Proceedings of the IEEE 5th International Conference on Mobile Adhoc and Sensor Systems, 2008

2006

Techniques for integrating sensors into the enterprise network.

Sean Rooney, Daniel Bauer, Paolo Scotton

IEEE Trans. Netw. Serv. Manag., 2006

Topology aggregation for combined additive and restrictive metrics.

Daniel Bauer, John N. Daigle, Ilias Iliadis, Paolo Scotton

Comput. Networks, 2006

2005

Edge Server Software Architecture For Sensor Applications.

Sean Rooney, Daniel Bauer, Paolo Scotton

Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet (SAINT 2005), 31 January, 2005

Distributed messaging using meta channels and message bins.

Sean Rooney, Daniel Bauer, Paolo Scotton

Proceedings of the Integrated Network Management, 2005

2004

Communication Architectures for Massive Multi-Player Games.

Daniel Bauer, Ilias Iliadis, Sean Rooney, Paolo Scotton

Multim. Tools Appl., 2004

Scaling real-time telematics applications using programmable middleboxes: a case study in traffic prediction.

Annie Chen, Navendu Jain, Angelo Perinola, Tadeusz Pietraszek, Sean Rooney, Paolo Scotton

Proceedings of the 1st IEEE Consumer Communications and Networking Conference, 2004

2002

Dynamic transition matrix generation for topology aggregation.

Ilias Iliadis, Paolo Scotton, Daniel Bauer

Comput. Commun., 2002

The Performance of Measurement-Based Overlay Networks.

Daniel Bauer, Sean Rooney, Paolo Scotton, Sonja Buchegger, Ilias Iliadis

Proceedings of the From QoS Provisioning to QoS Charging, 2002

Network infrastructure for massively distributed games.

Daniel Bauer, Sean Rooney, Paolo Scotton

Proceedings of the 1st Workshop on Network and System Support for Games, 2002

2000

Efficient Frontier Formulation for Additive and Restrictive Metrics in Hierarchical Routing.

Daniel Bauer, John N. Daigle, Ilias Iliadis, Paolo Scotton

Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

1999

Intrusion Detection Mechanism to Detect Reachability Attacks in PNNI Networks.

Yves Cosendai, Marc Dacier, Paolo Scotton

Proceedings of the Recent Advances in Intrusion Detection, Second International Workshop, 1999

1994

A low complexity video subband coder for ATM.

Paolo Scotton, Jean Menez

Signal Process. Image Commun., 1994

Automatic Network Clustering for Fast Path Selection.

Claude R. Galand, Paolo Scotton

Proceedings of the High Performance Networking V, Proceedings of the IFIP TC6/WG6.4 Fifth International Conference on High Performance Networking, Grenoble, France, 27 June, 1994