Paolo Missier

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 78

Top Venues

CoRR

IPAW

Future Gener. Comput. Syst.

SEBD

Publications

Adriane Chapman, Luca Lauro, Paolo Missier, Riccardo Torlone
Supporting Better Insights of Data Science Pipelines with Fine-grained Provenance. ACM Trans. Database Syst. 49 (2) (2024)
Luca Gregori, Paolo Missier, Matthew Stidolph, Riccardo Torlone, Alessandro Wood
Design and Development of a Provenance Capture Platform for Data Science. ICDEW (2024)
Vladimiro González-Zelaya, Julián Salas, David Megías, Paolo Missier
Fair and Private Data Preprocessing through Microaggregation. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Paolo Missier, Riccardo Torlone
From why-provenance to why+provenance: Towards addressing deep data explanations in Data-Centric AI. SEBD (2024)
Florian Schintke, Khalid Belhajjame, Ninon De Mecquenem, David Frantz, Vanessa Emanuela Guarino, Marcus Hilbrich, Fabian Lehmann, Paolo Missier, Rebecca Sattler, Jan Arne Sparka, Daniel T. Speckhard, Hermann Stolte, Anh Duc Vu, Ulf Leser
Validity constraints for data analysis workflows. Future Gener. Comput. Syst. 157 (2024)
Shuai Shao, Yu Guan, Bing Zhai, Paolo Missier, Thomas Plötz
ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (2) (2023)
Shuai Shao, Yu Guan, Bing Zhai, Paolo Missier, Thomas Ploetz
ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition. CoRR (2023)
Hugo Calero-Díaz, Rebeen Ali Hamad, Christian Atallah, John Casement, Dexter Canoy, Nick J. Reynolds, Michael Barnes, Paolo Missier
Interpretable and robust hospital readmission predictions from Electronic Health Records. BigData (2023)
Adriane Chapman, Luca Lauro, Paolo Missier, Riccardo Torlone
Supporting Better Insights of Data Science Pipelines with Fine-grained Provenance. CoRR (2023)
Vladimiro González-Zelaya, Julián Salas, Dennis Prangle, Paolo Missier
Preprocessing Matters: Automated Pipeline Selection for Fair Classification. MDAI (2023)
Matthew McTeer, Robin Henderson, Quentin M. Anstee, Paolo Missier
Handling Overlapping Asymmetric Datasets - A Twice Penalized P-Spline Approach. CoRR (2023)
Shuai Shan, Yu Guan, Xin Guan, Paolo Missier, Thomas Plötz
On Training Strategies for LSTMs in Sensor-Based Human Activity Recognition. PerCom Workshops (2023)
Adriane Chapman, Luca Lauro, Paolo Missier, Riccardo Torlone
DPDS: Assisting Data Science with Data Provenance. Proc. VLDB Endow. 15 (12) (2022)
Ron Kremer, Syed Mohib Raza, Fabiola Eto, John Casement, Christian Atallah, Sarah Finer, Dennis Lendrem, Michael Barnes, Nick J. Reynolds, Paolo Missier
Tracking trajectories of multiple long-term conditions using dynamic patient-cluster associations. Big Data (2022)
Philip Darke, Sophie Cassidy, Michael Catt, Roy Taylor, Paolo Missier, Jaume Bacardit
Curating a longitudinal research resource using linked primary care EHR data - a UK Biobank case study. J. Am. Medical Informatics Assoc. 29 (3) (2022)
Sandra Geisler, Maria-Esther Vidal, Cinzia Cappiello, Bernadette Farias Lóscio, Avigdor Gal, Matthias Jarke, Maurizio Lenzerini, Paolo Missier, Boris Otto, Elda Paja, Barbara Pernici, Jakob Rehof
Knowledge-Driven Data Ecosystems Toward Data Transparency. ACM J. Data Inf. Qual. 14 (1) (2022)
Federica Mandreoli, Davide Ferrari, Veronica Guidetti, Federico Motta, Paolo Missier
Real-world data mining meets clinical practice: Research challenges and perspective. Frontiers Big Data 5 (2022)
Shuai Shao, Yu Guan, Xin Guan, Paolo Missier, Thomas Ploetz
Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition. CoRR (2022)
Philip Darke, Paolo Missier, Jaume Bacardit
Benchmark time series data sets for PyTorch - the torchtime package. CoRR (2022)
Davide Ferrari, Federica Mandreoli, Federico Motta, Paolo Missier
Data-Driven, AI-Based Clinical Practice: Experiences, Challenges, and Research Directions. SEBD (2022)
Shaimaa Bajoudah, Paolo Missier
Latency of Trading Transactions in Brokered IoT Data Marketplace in Ethereum. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Vladimiro González-Zelaya, Julián Salas, Dennis Prangle, Paolo Missier
Optimising Fairness Through Parametrised Data Sampling. EDBT (2021)
Flavio Primo, Alexander B. Romanovsky, Rafael Maiani de Mello, Alessandro F. Garcia, Paolo Missier
A customisable pipeline for the semi-automated discovery of online activists and social campaigns on Twitter. World Wide Web 24 (4) (2021)
Adriane Chapman, Paolo Missier, Giulia Simonelli, Riccardo Torlone
Fine-grained Provenance for High-quality Data Science (Discussion Paper). SEBD (2021)
Federica Mandreoli, Federico Motta, Paolo Missier
An HMM-ensemble approach to predict severity progression of ICU treatment for hospitalized COVID-19 patients. ICMLA (2021)
Sandra Geisler, Maria-Esther Vidal, Cinzia Cappiello, Bernadette Farias Lóscio, Avigdor Gal, Matthias Jarke, Maurizio Lenzerini, Paolo Missier, Boris Otto, Elda Paja, Barbara Pernici, Jakob Rehof
Knowledge-driven Data Ecosystems Towards Data Transparency. CoRR (2021)
Davide Ferrari, Federica Mandreoli, Giovanni Guaraldi, Jovana Milic, Paolo Missier
Predicting Respiratory Failure in Patients with COVID-19 pneumonia: a case study from Northern Italy. AAI4H@ECAI (2020)
Paolo Missier, Jeremy W. Bryans, Carl Gamble, Vasa Curcin
Abstracting PROV provenance graphs: A validity-preserving approach. Future Gener. Comput. Syst. 111 (2020)
Davide Ferrari, Giovanni Guaraldi, Federica Mandreoli, Riccardo Martoglia, Jovana Milic, Paolo Missier
Data-driven vs knowledge-driven inference of health outcomes in the ageing population: a case study. EDBT/ICDT Workshops (2020)
Yulong Gu, Yu Guan, Paolo Missier
Building Rule Hierarchies for Efficient Logical Rule Learning from Knowledge Graphs. CoRR (2020)
Yulong Gu, Yu Guan, Paolo Missier
Efficient Rule Learning with Template Saturation for Knowledge Graph Completion. CoRR (2020)
Adriane Chapman, Paolo Missier, Giulia Simonelli, Riccardo Torlone
Capturing and querying fine-grained provenance of preprocessing pipelines in data science. Proc. VLDB Endow. 14 (4) (2020)
Ehsan Toreini, Mhairi Aitken, Kovila P. L. Coopamootoo, Karen Elliott, Vladimiro González-Zelaya, Paolo Missier, Magdalene Ng, Aad van Moorsel
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context. CoRR (2020)
Shaimaa Bajoudah, Changyu Dong, Paolo Missier
Toward a Decentralized, Trust-Less Marketplace for Brokered IoT Data Trading Using Blockchain. Blockchain (2019)
Priyaa Thavasimani, Jacek Cala, Paolo Missier
Why-Diff: Exploiting Provenance to Understand Outcome Differences From Non-Identical Reproduced Workflows. IEEE Access 7 (2019)
Flavio Primo, Paolo Missier, Alexander B. Romanovsky, Mickael Figueredo, Nélio Cacho
A Customisable Pipeline for Continuously Harvesting Socially-Minded Twitter Users. ICWE (2019)
Paolo Missier, Jacek Cala
Efficient Re-Computation of Big Data Analytics Processes in the Presence of Changes: Computational Framework, Reference Architecture, and Applications. BigData Congress (2019)
Michele Nati, Simon Mayer, Angelo Capossele, Paolo Missier
Toward trusted open data and services. Internet Technol. Lett. 2 (1) (2019)
Flavio Primo, Paolo Missier, Alexander B. Romanovsky, Mickael Figueredo, Nélio Cacho
A customisable pipeline for continuously harvesting socially-minded Twitter users. CoRR (2019)
Fiona Jennet McNeill, Diana Bental, Jeremy W. Bryans, Paolo Missier, Jannetta S. Steyn, Tom Komar
Communication in Emergency Management through Data Integration and Trust: an introduction to the CEM-DIT system. ISCRAM (2019)
Leonardo da Silva Sousa, Rafael Maiani de Mello, Diego Cedrim, Alessandro Garcia, Paolo Missier, Anderson G. Uchôa, Anderson Oliveira, Alexander B. Romanovsky
VazaDengue: An information system for preventing and combating mosquito-borne diseases with social networks. Inf. Syst. 75 (2018)
Pedro H. Barros, Bruno G. C. Lima, Felipe C. Crispim, Tiago F. Vieira, Paolo Missier, Baldoino Fonseca
Analyzing Social Network Images with Deep Learning Models to Fight Zika Virus. ICIAR (2018)
Nicholas Tucci, Jacek Cala, Jannetta S. Steyn, Paolo Missier
Design and evaluation of a genomics variant analysis pipeline using GATK Spark tools. CoRR (2018)
Jacek Cala, Paolo Missier
Provenance Annotation and Analysis to Support Process Re-computation. IPAW (2018)
Paolo Missier, Shaimaa Bajoudah, Angelo Capossele, Andrea Gaglione, Michele Nati
Mind My Value: a decentralized infrastructure for fair and trusted IoT data trading. CoRR (2018)
Jacek Cala, Paolo Missier
Selective and Recurring Re-computation of Big Data Analytics Tasks: Insights from a Genomics Case Study. Big Data Res. 13 (2018)
Paolo Missier, Tanu Malik, Jacek Cala
Report on the First International Workshop on Incremental Re-computation: Provenance and Beyond. SIGMOD Rec. 47 (4) (2018)
João Felipe N. Pimentel, Paolo Missier, Leonardo Murta, Vanessa Braganholo
Versioned-PROV: A PROV Extension to Support Mutable Data Entities. IPAW (2018)
Fiona Jennet McNeill, Diana Bental, Jeremy W. Bryans, Paolo Missier, Jannetta S. Steyn
Informing decision makers: facilitating communication and trust for decision makers during crises. ISCRAM (2018)
Nicholas Tucci, Jacek Cala, Jannetta S. Steyn, Paolo Missier
Design and Evaluation of a Genomics Variant Analysis Pipeline Using GATK Spark Tools. SEBD (2018)
Priyaa Thavasimani, Jacek Cala, Paolo Missier
Exploiting Execution Provenance to Explain Difference Between Two Data-Intensive Computations. eScience (2018)
Angelo Capossele, Andrea Gaglione, Michele Nati, Mauro Conti, Riccardo Lazzeretti, Paolo Missier
Leveraging Blockchain to Enable Smart-Health Applications. RTSI (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)
Hugo Firth, Paolo Missier, Jack Aiston
Loom: Query-aware Partitioning of Online Graphs. EDBT (2018)
Qian Zhang, Yang Cao, Qiwen Wang, Duc Vu, Priyaa Thavasimani, Timothy M. McPhillips, Paolo Missier, Peter Slaughter, Christopher Jones, Matthew B. Jones, Bertram Ludäscher
Revealing the Detailed Lineage of Script Outputs Using Hybrid Provenance. Int. J. Digit. Curation 12 (2) (2017)
Yulong Gu, Paolo Missier
Adaptive Incremental Learning for Statistical Relational Models Using Gradient-Based Boosting. ILP (Late Breaking Papers) (2017)
Hugo Firth, Paolo Missier, Jack Aiston
Loom: Query-aware Partitioning of Online Graphs. CoRR (2017)
Hugo Firth, Paolo Missier
TAPER: query-aware, partition-enhancement for large, heterogenous graphs. Distributed Parallel Databases 35 (2) (2017)
Paolo Missier, Callum McClean, Jonathan Carlton, Diego Cedrim, Leonardo da Silva Sousa, Alessandro F. Garcia, Alexandre Plastino, Alexander B. Romanovsky
Recruiting from the network: discovering Twitter users who can help combat Zika epidemics. CoRR (2017)
Priyaa Thavasimani, Jacek Cala, Paolo Missier
Why-Diff: Explaining differences amongst similar workflow runs by exploiting scientific metadata. IEEE BigData (2017)
Paolo Missier, Callum McClean, Jonathan Carlton, Diego Cedrim, Leonardo da Silva Sousa, Alessandro F. Garcia, Alexandre Plastino, Alexander B. Romanovsky
Recruiting from the Network: Discovering Twitter Users Who Can Help Combat Zika Epidemics. ICWE (2017)
Paolo Missier, Jacek Cala, Manisha Rathi
Preserving the Value of Large Scale Data Analytics over Time Through Selective Re-computation. BICOD (2017)
Paolo Missier, Shaimaa Bajoudah, Angelo Capossele, Andrea Gaglione, Michele Nati
Mind my value: a decentralized infrastructure for fair and trusted IoT data trading. IOT (2017)
Paolo Missier
Data trajectories: tracking reuse of published data for transitive credit attribution. Int. J. Digit. Curation 11 (1) (2016)
Paolo Missier, Jacek Cala, Eldarina Azfar Wijaya
The data, they are a-changin'. CoRR (2016)
Wellington Moreira de Oliveira, Paolo Missier, Kary A. C. S. Ocaña, Daniel de Oliveira, Vanessa Braganholo
Analyzing Provenance Across Heterogeneous Provenance Graphs. IPAW (2016)
Paolo Missier, Jacek Cala, Eldarina Azfar Wijaya
The Data, They Are A-Changin'. TaPP (2016)
Yang Cao, Christopher Jones, Víctor Cuevas-Vicenttín, Matthew B. Jones, Bertram Ludäscher, Timothy M. McPhillips, Paolo Missier, Christopher R. Schwalm, Peter Slaughter, David Vieglais, Lauren Walker, Yaxing Wei
DataONE: A Data Federation with Provenance Support. IPAW (2016)
Paolo Missier
The lifecycle of provenance metadata and its associated challenges and opportunities. CoRR (2016)
Hugo Firth, Paolo Missier
Workload-aware Streaming Graph Partitioning. EDBT/ICDT Workshops (2016)
Paolo Missier, Jacek Cala, Manisha Rathi
Preserving the value of large scale data analytics over time through selective re-computation. CoRR (2016)
Priyaa Thavasimani, Paolo Missier
Facilitating reproducible research by investigating computational metadata. IEEE BigData (2016)
Paolo Missier, Alexander B. Romanovsky, Tudor Miu, Atinder Pal, Michael Daniilakis, Alessandro F. Garcia, Diego Cedrim, Leonardo da Silva Sousa
Tracking Dengue Epidemics Using Twitter Content Classification and Topic Modelling. ICWE Workshops (2016)
Paolo Missier, Simon Woodman, Hugo Hiden, Paul Watson
Provenance and data differencing for workflow reproducibility analysis. Concurr. Comput. Pract. Exp. 28 (4) (2016)
Hugo Firth, Paolo Missier
TAPER: query-aware, partition-enhancement for large, heterogenous, graphs. CoRR (2016)
Paolo Missier, Alexander B. Romanovsky, Tudor Miu, Atinder Pal, Michael Daniilakis, Alessandro F. Garcia, Diego Cedrim, Leonardo da Silva Sousa
Tracking Dengue Epidemics using Twitter Content Classification and Topic Modelling. CoRR (2016)
Linus Karsai, Alan D. Fekete, Judy Kay, Paolo Missier
Clustering provenance facilitating provenance exploration through data abstraction. HILDA@SIGMOD (2016)
Jacek Cala, Eyad Marei, Yaobo Xu, Kenji Takeda, Paolo Missier
Scalable and efficient whole-exome data processing using workflows on the cloud. Future Gener. Comput. Syst. 65 (2016)
Jan Hidders, Paolo Missier, Jacek Sroka
Recent advances in Scalable Workflow Enactment Engines and Technologies. Future Gener. Comput. Syst. 46 (2015)
Paolo Missier, Eldarina Azfar Wijaya, Ryan Kirby, Michael Keogh
SVI: A Simple Single-Nucleotide Human Variant Interpretation Tool for Clinical Use. DILS (2015)
Paolo Missier
Corrigendum to the Special Issue Editorial in JDIQ Volume 5, Issue 3. ACM J. Data Inf. Qual. 6 (4) (2015)
Timothy M. McPhillips, Tianhong Song, Tyler Kolisnik, Steve Aulenbach, Khalid Belhajjame, Kyle Bocinsky, Yang Cao, Fernando Chirigati, Saumen C. Dey, Juliana Freire, Deborah N. Huntzinger, Christopher Jones, David Koop, Paolo Missier, Mark Schildhauer, Christopher R. Schwalm, Yaxing Wei, James Cheney, Mark Bieda, Bertram Ludäscher
YesWorkflow: A User-Oriented, Language-Independent Tool for Recovering Workflow Information from Scripts. CoRR (2015)
Paolo Missier, Paolo Papotti
Editorial. ACM J. Data Inf. Qual. 5 (3) (2015)
Tudor Miu, Paolo Missier, Thomas Plötz
Bootstrapping Personalised Human Activity Recognition Models Using Online Active Learning. CIT/IUCC/DASC/PICom (2015)
Roxana Dánger, Vasa Curcin, Paolo Missier, Jeremy W. Bryans
Access control and view generation for provenance graphs. Future Gener. Comput. Syst. 49 (2015)
Jacek Cala, Paolo Missier
Scaling Whole Exome sequencing using workflows on the cloud. SEBD (2014)
Matias Garcia-Constantino, Paolo Missier, Philip T. Blythe, Amy Weihong Guo
Measuring the impact of cognitive distractions on driving performance using time series analysis. ITSC (2014)
Hugo Firth, Paolo Missier
ProvGen: Generating Synthetic PROV Graphs with Predictable Structure. IPAW (2014)
Paolo Missier, Jeremy W. Bryans, Carl Gamble, Vasa Curcin, Roxana Dánger Mercaderes
ProvAbs: model, policy, and tooling for abstracting PROV graphs. CoRR (2014)
Víctor Cuevas-Vicenttín, Parisa Kianmajd, Bertram Ludäscher, Paolo Missier, Fernando Seabra Chirigati, Yaxing Wei, David Koop, Saumen C. Dey
The PBase Scientific Workflow Provenance Repository. Int. J. Digit. Curation 9 (2) (2014)
Matias Garcia-Constantino, Paolo Missier, Philip T. Blythe, Amy Weihong Guo
Measuring the impact of cognitive distractions on driving performance using time series analysis. CoRR (2014)
Rebecca Simmonds, Paul Watson, Jonathan Halliday, Paolo Missier
A Platform for Analysing Stream and Historic Data with Efficient and Scalable Design Patterns. SERVICES (2014)
Paolo Missier, Simon Woodman, Hugo Hiden, Paul Watson
Provenance and data differencing for workflow reproducibility analysis. CoRR (2014)
Saumen C. Dey, Khalid Belhajjame, David Koop, Tianhong Song, Paolo Missier, Bertram Ludäscher
UP & DOWN: Improving Provenance Precision by Combining Workflow- and Trace-Level Information. TAPP (2014)
Graeme Mearns, Rebecca Simmonds, Ranald Richardson, Mark Turner, Paul Watson, Paolo Missier
Tweet My Street: A Cross-Disciplinary Collaboration for the Analysis of Local Twitter Data. Future Internet 6 (2) (2014)
Víctor Cuevas-Vicenttín, Bertram Ludäscher, Paolo Missier
Provenance-Based Searching and Ranking for Scientific Workflows. IPAW (2014)
Jiuqiang Chen, Sarah Cohen Boulakia, Christine Froidevaux, Carole A. Goble, Paolo Missier, Alan R. Williams
DistillFlow: removing redundancy in scientific workflows. SSDBM (2014)
Paolo Missier, Jeremy W. Bryans, Carl Gamble, Vasa Curcin, Roxana Dánger
ProvAbs: Model, Policy, and Tooling for Abstracting PROV Graphs. IPAW (2014)
Jacek Cala, Yaobo Xu, Eldarina Azfar Wijaya, Paolo Missier
From Scripted HPC-Based NGS Pipelines to Workflows on the Cloud. CCGRID (2014)
Hugo Firth, Paolo Missier
ProvGen: generating synthetic PROV graphs with predictable structure. CoRR (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paolo Missier