Norman W. Paton

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 62

Top Venues

EDBT

CoRR

SSDBM

ACM J. Data Inf. Qual.

University of Aberdeen, UK (PHD)

Education History

University of Aberdeen, UK

PHD

Publications

Norman W. Paton, Jiaoyan Chen, Zhenyu Wu
Dataset Discovery and Exploration: A Survey. ACM Comput. Surv. 56 (4) (2024)
Dominic Duxbury, Norman W. Paton, John A. Keane
Dynamic decision making for situational awareness using drones: Requirements, identification and comparison of decision support methods. Expert Syst. Appl. 252 (2024)
Hafiz Tayyab Rauf, André Freitas, Norman W. Paton
TableDC: Deep Clustering for Tabular Data. CoRR (2024)
Norman W. Paton, Zhenyu Wu
Dataset Discovery and Exploration: State-of-the-art, Challenges and Opportunities. EDBT (2024)
Hafiz Tayyab Rauf, André Freitas, Norman W. Paton
Deep Clustering for Data Cleaning and Integration. EDBT (2024)
Abdul R. Hummaida, Norman W. Paton, Rizos Sakellariou
A hierarchical decentralized architecture to enable adaptive scalable virtual machine migration. Concurr. Comput. Pract. Exp. 35 (2) (2023)
Hafiz Tayyab Rauf, Norman W. Paton, André Freitas
Deep Clustering for Data Cleaning and Integration. CoRR (2023)
Alvaro A. A. Fernandes, Martin Koehler, Nikolaos Konstantinou, Pavel Pankin, Norman W. Paton, Rizos Sakellariou
Data Preparation: A Technological Perspective and Review. SN Comput. Sci. 4 (4) (2023)
Mario Ramirez, Alex Bogatu, Norman W. Paton, André Freitas
Transformers, Tables and Frame Semantics. ICSC (2023)
Lacramioara Mazilu, Norman W. Paton, Alvaro A. A. Fernandes, Martin Koehler
Schema mapping generation in the wild. Inf. Syst. 104 (2022)
Abdul Rahman Hummaida, Norman W. Paton, Rizos Sakellariou
Scalable Virtual Machine Migration using Reinforcement Learning. J. Grid Comput. 20 (2) (2022)
Alex Bogatu, Norman W. Paton, Mark Douthwaite, André Freitas
Voyager: Data Discovery and Integration for Onboarding in Data Science. EDBT (2022)
Antony S. Higginson, Clive Bostock, Norman W. Paton, Suzanne M. Embury
Placement of Workloads from Advanced RDBMS Architectures into Complex Cloud Infrastructure. EDBT (2022)
Lacramioara Mazilu, Norman W. Paton, Nikolaos Konstantinou, Alvaro A. A. Fernandes
Fairness-aware Data Integration. ACM J. Data Inf. Qual. 14 (4) (2022)
Nour Alhammad, Alex Bogatu, Norman W. Paton
Towards Schema Inference for Data Lakes. CoRR (2022)
Edward Abel, Ixent Galpin, Norman W. Paton, John A. Keane
Pairwise comparisons or constrained optimization? A usability evaluation of techniques for eliciting decision priorities. Int. Trans. Oper. Res. 29 (5) (2022)
Abdul Rahman Hummaida, Norman W. Paton, Rizos Sakellariou
Dynamic Threshold Setting for VM Migration. ESOCC (2022)
Mario Ramirez, Alex Bogatu, Norman W. Paton, André Freitas
Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes. ESWC (2021)
Martin Koehler, Edward Abel, Alex Bogatu, Cristina Civili, Lacramioara Mazilu, Nikolaos Konstantinou, Alvaro A. A. Fernandes, John A. Keane, Leonid Libkin, Norman W. Paton
Incorporating Data Context to Cost-Effectively Automate End-to-End Data Wrangling. IEEE Trans. Big Data 7 (1) (2021)
Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas
Cost-effective Variational Active Entity Resolution. ICDE (2021)
Lacramioara Mazilu, Nikolaos Konstantinou, Norman W. Paton, Alvaro A. A. Fernandes
Data Wrangling for Fair Classification. EDBT/ICDT Workshops (2021)
Angela Bonifati, Giovanna Guerrini, Carsten Lutz, Wim Martens, Lara Mazilu, Norman W. Paton, Marcos Antonio Vaz Salles, Marc H. Scholl, Yongluan Zhou
Holding a Conference Online and Live due to Covid-19: Experiences and Lessons Learned from EDBT / ICDT 2020. SIGMOD Rec. 49 (4) (2020)
Lacramioara Mazilu, Norman W. Paton, Nikolaos Konstantinou, Alvaro A. A. Fernandes
Fairness in Data Wrangling. IRI (2020)
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou
Dataset Discovery in Data Lakes. CoRR (2020)
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou
Dataset Discovery in Data Lakes. ICDE (2020)
Edward Abel, Julio César Cortés Ríos, Norman W. Paton, John A. Keane, Alvaro A. A. Fernandes
Targeted evidence collection for uncertain supplier selection. Expert Syst. Appl. 159 (2020)
Antony S. Higginson, Mihaela Dediu, Octavian Arsene, Norman W. Paton, Suzanne M. Embury
Database Workload Capacity Planning using Time Series Analysis and Machine Learning. SIGMOD Conference (2020)
Lacramioara Mazilu, Nikolaos Konstantinou, Norman W. Paton, Alvaro A. A. Fernandes
Schema Mapping Generation in the Wild: A Demonstration with Open Government Data. EDBT (2020)
Alex Bogatu, Norman W. Paton, Mark Douthwaite, Stuart Davie, André Freitas
Cost-effective Variational Active Entity Resolution. CoRR (2020)
Nikolaos Konstantinou, Norman W. Paton
Feedback driven improvement of data preparation pipelines. Inf. Syst. 92 (2020)
Angela Bonifati, Giovanna Guerrini, Carsten Lutz, Wim Martens, Lara Mazilu, Norman W. Paton, Marcos Antonio Vaz Salles, Marc H. Scholl, Yongluan Zhou
Holding a Conference Online and Live due to COVID-19. CoRR (2020)
Dominic Duxbury, Norman W. Paton, John A. Keane
Trusted and Auditable Decision Aids. EDBT/ICDT Workshops (2019)
Lacramioara Mazilu, Norman W. Paton, Alvaro A. A. Fernandes, Martin Koehler
Dynamap: Schema Mapping Generation in the Wild. SSDBM (2019)
Norman W. Paton
Automating Data Preparation: Can We? Should We? Must We? DOLAP (2019)
Nikolaos Konstantinou, Norman W. Paton
Feedback Driven Improvement of Data Preparation Pipelines. DOLAP (2019)
Alex Bogatu, Alvaro A. A. Fernandes, Norman W. Paton, Nikolaos Konstantinou
SynthEdit: Format transformations by example using edit operations. EDBT (2019)
Julio César Cortés Ríos, Norman W. Paton, Alvaro A. A. Fernandes, Edward Abel, John A. Keane
Crowdsourced Targeted Feedback Collection for Multicriteria Data Source Selection. ACM J. Data Inf. Qual. 11 (1) (2019)
Nikolaos Konstantinou, Edward Abel, Luigi Bellomarini, Alex Bogatu, Cristina Civili, Endri Irfanie, Martin Koehler, Lacramioara Mazilu, Emanuel Sallinger, Alvaro A. A. Fernandes, Georg Gottlob, John A. Keane, Norman W. Paton
VADA: an architecture for end user informed data preparation. J. Big Data 6 (2019)
Alex Bogatu, Norman W. Paton, Alvaro A. A. Fernandes, Martin Koehler
Towards Automatic Data Format Transformations: Data Wrangling at Scale. Comput. J. 62 (7) (2019)
Nurzety A. Azuan, Suzanne M. Embury, Norman W. Paton
Extracting Format Transformation Examples from Manual Data Corrections. ADBIS (Short Papers and Workshops) (2018)
Edward Abel, John A. Keane, Norman W. Paton, Alvaro A. A. Fernandes, Martin Koehler, Nikolaos Konstantinou, Julio César Cortés Ríos, Nurzety A. Azuan, Suzanne M. Embury
User driven multi-criteria source selection. Inf. Sci. 430 (2018)
Ann Gledson, Thamer Ba Dhafari, Norman W. Paton, John A. Keane
A Smart City Dashboard for Combining and Analysing Multi-source Data Streams. HPCC/SmartCity/DSS (2018)
Ixent Galpin, Edward Abel, Norman W. Paton
Source Selection Languages: A Usability Evaluation. HILDA@SIGMOD (2018)
Edward Abel, John A. Keane, Norman W. Paton, Alvaro A. A. Fernandes, Martin Koehler, Nikolaos Konstantinou, Nurzety A. Azuan, Suzanne M. Embury
SOURCERY: User Driven Multi-Criteria Source Selection. CIKM (2018)
Klitos Christodoulou, Fernando Rene Sanchez Serrano, Alvaro A. A. Fernandes, Norman W. Paton
Quantifying and Propagating Uncertainty in Automated Linked Data Integration. Trans. Large Scale Data Knowl. Centered Syst. 37 (2018)
Martin Koehler, Alex Bogatu, Cristina Civili, Nikolaos Konstantinou, Edward Abel, Alvaro A. A. Fernandes, John A. Keane, Leonid Libkin, Norman W. Paton
Data Context Informed Data Wrangling. CoRR (2018)
Floris Geerts, Paolo Missier, Norman W. Paton
Editorial: Special Issue on Improving the Veracity and Value of Big Data. ACM J. Data Inf. Qual. 9 (3) (2018)
Julio César Cortés Ríos, Norman W. Paton, Alvaro A. A. Fernandes, Edward Abel, John A. Keane
Targeted Feedback Collection Applied to Multi-Criteria Source Selection. ADBIS (2017)
Abdul Rahman Hummaida, Norman W. Paton, Rizos Sakellariou
SHDF - A Scalable Hierarchical Distributed Framework for Data Centre Management. ISPDC (2017)
Nikolaos Konstantinou, Martin Koehler, Edward Abel, Cristina Civili, Bernd Neumayr, Emanuel Sallinger, Alvaro A. A. Fernandes, Georg Gottlob, John A. Keane, Leonid Libkin, Norman W. Paton
The VADA Architecture for Cost-Effective Data Wrangling. SIGMOD Conference (2017)
Nurzety A. Azuan, Suzanne M. Embury, Norman W. Paton
Observing the Data Scientist: Using Manual Corrections As Implicit Feedback. HILDA@SIGMOD (2017)
Antony Higginson, Norman W. Paton, Suzanne M. Embury, Clive Bostock
DBaaS Cloud Capacity Planning - Accounting for Dynamic RDBMS System that Employ Clustering and Standby Architectures. EDBT (2017)
Martin Koehler, Alex Bogatu, Cristina Civili, Nikolaos Konstantinou, Edward Abel, Alvaro A. A. Fernandes, John A. Keane, Leonid Libkin, Norman W. Paton
Data context informed data wrangling. IEEE BigData (2017)
Valter Crescenzi, Alvaro A. A. Fernandes, Paolo Merialdo, Norman W. Paton
Crowdsourcing for data management. Knowl. Inf. Syst. 53 (1) (2017)
Alex Bogatu, Norman W. Paton, Alvaro A. A. Fernandes
Towards Automatic Data Format Transformations: Data Wrangling at Scale. BICOD (2017)
Tim Furche, Georg Gottlob, Leonid Libkin, Giorgio Orsi, Norman W. Paton
Data Wrangling for Big Data: Challenges and Opportunities. EDBT (2016)
Abdul R. Hummaida, Norman W. Paton, Rizos Sakellariou
Adaptation in cloud resource configuration: a survey. J. Cloud Comput. 5 (2016)
Duhai Alshukaili, Alvaro A. A. Fernandes, Norman W. Paton
Structuring Linked Data Search Results Using Probabilistic Soft Logic. ISWC (1) (2016)
Ruhaila Maskat, Norman W. Paton, Suzanne M. Embury
Pay-as-you-go Configuration of Entity Resolution. Trans. Large Scale Data Knowl. Centered Syst. 29 (2016)
Julio César Cortés Ríos, Norman W. Paton, Alvaro A. A. Fernandes, Khalid Belhajjame
Efficient Feedback Collection for Pay-as-you-go Source Selection. SSDBM (2016)
Norman W. Paton, Khalid Belhajjame, Suzanne M. Embury, Alvaro A. A. Fernandes, Ruhaila Maskat
Pay-as-you-go Data Integration: Experiences and Recurring Themes. SOFSEM (2016)
Abdelkhalik Mosa, Norman W. Paton
Optimizing virtual machine placement for energy and SLA in clouds using utility functions. J. Cloud Comput. 5 (2016)
Klitos Christodoulou, Alvaro A. A. Fernandes, Norman W. Paton
Combining Syntactic and Semantic Evidence for Improving Matching over Linked Data Sources. WISE (1) (2015)
Khalid Belhajjame, Norman W. Paton, Cornelia Hedeler, Alvaro A. A. Fernandes
Enabling community-driven information integration through clustering. Distributed Parallel Databases 33 (1) (2015)
Klitos Christodoulou, Norman W. Paton, Alvaro A. A. Fernandes
Structure Inference for Linked Data Sources Using Clustering. Trans. Large Scale Data Knowl. Centered Syst. 19 (2015)
Duhai Alshukaili, Alvaro A. A. Fernandes, Norman W. Paton
Interpreting Linked Data Search Results Using Markov Logic. EDBT/ICDT Workshops (2015)
Khalid Belhajjame, Suzanne M. Embury, Norman W. Paton
Verification of Semantic Web Service Annotations Using Ontology-Based Partitioning. IEEE Trans. Serv. Comput. 7 (3) (2014)
Ixent Galpin, Alan B. Stokes, George Valkanas, Alasdair J. G. Gray, Norman W. Paton, Alvaro A. A. Fernandes, Kai-Uwe Sattler, Dimitrios Gunopulos
SensorBench: benchmarking approaches to processing wireless sensor network data. SSDBM (2014)
Alan B. Stokes, Norman W. Paton, Alvaro A. A. Fernandes
Proactive adaptations in sensor network query processing. SSDBM (2014)
Ixent Galpin, Alvaro A. A. Fernandes, Norman W. Paton
QoS-aware optimization of sensor network queries. VLDB J. 22 (4) (2013)
Chenjuan Guo, Cornelia Hedeler, Norman W. Paton, Alvaro A. A. Fernandes
MatchBench: Benchmarking Schema Matching Algorithms for Schematic Correspondences. BNCOD (2013)
Alan B. Stokes, Alvaro A. A. Fernandes, Norman W. Paton
Adapting to Node Failure in Sensor Network Query Processing. BNCOD (2013)
Chenjuan Guo, Cornelia Hedeler, Norman W. Paton, Alvaro A. A. Fernandes
EvoMatch: An Evolutionary Algorithm for Inferring Schematic Correspondences. Trans. Large Scale Data Knowl. Centered Syst. 12 (2013)
Khalid Belhajjame, Norman W. Paton, Suzanne M. Embury, Alvaro A. A. Fernandes, Cornelia Hedeler
Incrementally improving dataspaces based on user feedback. Inf. Syst. 38 (5) (2013)
Fernando Osorno-Gutierrez, Norman W. Paton, Alvaro A. A. Fernandes
Crowdsourcing Feedback for PayAsYouGo Data Integration. DBCrowd (2013)
Klitos Christodoulou, Norman W. Paton, Alvaro A. A. Fernandes
Structure inference for linked data sources using clustering. EDBT/ICDT Workshops (2013)
Cornelia Hedeler, Khalid Belhajjame, Lu Mao, Chenjuan Guo, Ian Arundale, Bernadette Farias Lóscio, Norman W. Paton, Alvaro A. A. Fernandes, Suzanne M. Embury
DSToolkit: An Architecture for Flexible Dataspace Management. Trans. Large Scale Data Knowl. Centered Syst. 5 (2012)
Norman W. Paton, Klitos Christodoulou, Alvaro A. A. Fernandes, Bijan Parsia, Cornelia Hedeler
Pay-as-you-go data integration for linked data: opportunities, challenges and architectures. SWIM (2012)
Norman W. Paton, Marcelo A. T. Aragão, Alvaro A. A. Fernandes
Utility-driven adaptive query workload execution. Future Gener. Comput. Syst. 28 (7) (2012)
Anastasios Gounaris, Christos A. Yfoulis, Norman W. Paton
Efficient load balancing in partitioned queries under random perturbations. ACM Trans. Auton. Adapt. Syst. 7 (1) (2012)
Alan B. Stokes, Alvaro A. A. Fernandes, Norman W. Paton
Resilient sensor network query processing using logical overlays. MobiDE (2012)
Ruhaila Maskat, Norman W. Paton, Suzanne M. Embury
Pay-as-You-Go Ranking of Schema Mappings Using Query Logs. DILS (2012)
Khalid Belhajjame, Norman W. Paton, Alvaro A. A. Fernandes, Cornelia Hedeler, Suzanne M. Embury
User Feedback as a First Class Citizen in Information Integration Systems. CIDR (2011)
George Valkanas, Alexios Kotsifakos, Dimitrios Gunopulos, Ixent Galpin, Alasdair J. G. Gray, Alvaro A. A. Fernandes, Norman W. Paton
Deploying In-Network Data Analysis Techniques in Sensor Networks. Mobile Data Management (1) (2011)
Ixent Galpin, Robert Taylor, Alasdair J. G. Gray, Christian Y. A. Brenninkmeijer, Alvaro A. A. Fernandes, Norman W. Paton
Executing In-network Queries Using SNEE. BNCOD (2011)
Alasdair J. G. Gray, Raul Garcia-Castro, Kostis Kyzirakos, Manos Karpathiotakis, Jean-Paul Calbimonte, Kevin R. Page, Jason Sadler, Alex Frazer, Ixent Galpin, Alvaro A. A. Fernandes, Norman W. Paton, Óscar Corcho, Manolis Koubarakis, David De Roure, Kirk Martinez, Asunción Gómez-Pérez
A Semantically Enabled Service Architecture for Mashups over Streaming and Stored Data. ESWC (2) (2011)
Alasdair J. G. Gray, Jason Sadler, Oles Kit, Kostis Kyzirakos, Manos Karpathiotakis, Jean-Paul Calbimonte, Kevin R. Page, Raúl García-Castro, Alex Frazer, Ixent Galpin, Alvaro A. A. Fernandes, Norman W. Paton, Óscar Corcho, Manolis Koubarakis, David De Roure, Kirk Martinez, Asunción Gómez-Pérez
A Semantic Sensor Web for Environmental Decision Support Applications. Sensors 11 (9) (2011)
Cornelia Hedeler, Norman W. Paton
Utilising the MISM Model Independent Schema Management Platform for Query Evaluation. BNCOD (2011)
Kevin Lee, Norman W. Paton, Rizos Sakellariou, Alvaro A. A. Fernandes
Utility functions for adaptively executing concurrent workflows. Concurr. Comput. Pract. Exp. 23 (6) (2011)
Cornelia Hedeler, Khalid Belhajjame, Norman W. Paton, Alvaro A. A. Fernandes, Suzanne M. Embury, Lu Mao, Chenjuan Guo
Pay-as-you-go mapping selection in dataspaces. SIGMOD Conference (2011)
Ixent Galpin, Christian Y. A. Brenninkmeijer, Alasdair J. G. Gray, Farhana Jabeen, Alvaro A. A. Fernandes, Norman W. Paton
SNEE: a query processor for wireless sensor networks. Distributed Parallel Databases 29 (1-2) (2011)
Neil Swainston, Kieran Smallbone, Pedro Mendes, Douglas B. Kell, Norman W. Paton
The SuBliMinaL Toolbox: automating steps in the reconstruction of metabolic networks. J. Integr. Bioinform. 8 (2) (2011)
Cornelia Hedeler, Khalid Belhajjame, Lu Mao, Norman W. Paton, Alvaro A. A. Fernandes, Chenjuan Guo, Suzanne M. Embury
Flexible Dataspace Management Through Model Management. EDBT/ICDT Workshops (2010)
Daniele Braga, Michael Grossniklaus, Norman W. Paton
Run-Time Adaptivity for Search Computing. SeCO Workshop (2010)
Paolo Missier, Norman W. Paton, Peter Li
Workflows for Information Integration in the Life Sciences. SeCO Workshop (2010)
Khalid Belhajjame, Norman W. Paton, Suzanne M. Embury, Alvaro A. A. Fernandes, Cornelia Hedeler
Feedback-based annotation, selection and refinement of schema mappings for dataspaces. EDBT (2010)
Peter Li, Joseph O. Dada, Daniel Jameson, Irena Spasic, Neil Swainston, Kathleen Carroll, Warwick B. Dunn, Farid Khan, Naglis Malys, Hanan L. Messiha, Evangelos Simeonidis, Dieter Weichart, Catherine Winder, Jill Wishart, David S. Broomhead, Carole A. Goble, Simon J. Gaskell, Douglas B. Kell, Hans V. Westerhoff, Pedro Mendes, Norman W. Paton
Systematic integration of experimental data and models in systems biology. BMC Bioinform. 11 (2010)
Paolo Missier, Norman W. Paton, Khalid Belhajjame
Fine-grained and efficient lineage querying of collection-based workflow provenance. EDBT (2010)
Neil Swainston, Daniel Jameson, Peter Li, Irena Spasic, Pedro Mendes, Norman W. Paton
Integrative Information Management for Systems Biology. DILS (2010)
Kwanchai Eurviriyanukul, Norman W. Paton, Alvaro A. A. Fernandes, Steven J. Lynden
Adaptive join processing in pipelined plans. EDBT (2010)

Norman W. Paton

Publication Activity (10 Years)

Top Topics

Top Venues