Paolo Missier

Research output

Research output per year 1999 2008 2009 2010 2011 2013 2014 2015 2016 2018 2019 2020 2022 2023 2024

• 80 Conference contribution
• 50 Article
• 13 Conference article
• 9 Editorial
• 19 More
  • 7 Paper
  • 6 Chapter
  • 2 Review article
  • 2 Other contribution
  • 2 Preprint

Research output per year

Research output per year

Search results

• 2024

  Fair and Private Data Preprocessing through Microaggregation

  González-Zelaya, V., Salas, J., Megías, D. & Missier, P., Apr 2024, In: ACM Transactions on Knowledge Discovery from Data. 18, 3, 24 p., 49.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data privacy 100%
  • Machine learning 35%
  • Experiments 17%
  19 Downloads (Pure)

• Handling Overlapping Asymmetric Data Sets—A Twice Penalized P-Spline Approach

  McTeer, M., Henderson, R., Anstee, Q. M. & Missier, P., 5 Mar 2024, In: Mathematics. 12, 5, 33 p., 777.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • P-splines 100%
  • Overlapping 70%
  • Imputation 31%
  • Penalty 24%
  • Model 21%
  5 Downloads (Pure)

• How far back do we need to look to capture diagnoses in electronic health records? A retrospective observational study of hospital electronic health record data

  The ADMISSION Research Collaborative, Lewis, J., Evison, F., Doal, R., Field, J., Gallier, S., Harris, S., le Roux, P., Osman, M., Plummer, C., Sapey, E., Singer, M., Sayer, A. A. & Witham, M. D., 13 Feb 2024, In: BMJ open. 14, 2, 7 p., e080678.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Electronic Health Records 100%
  • Observational Studies 76%
  • Retrospective Studies 65%
  • Chronic Obstructive Pulmonary Disease 37%
  • Stroke 28%
  9 Downloads (Pure)

• Interpretable and robust hospital readmission predictions from Electronic Health Records

  Calero-Diaz, H., Hamad, R. A., Atallah, C., Casement, J., Canoy, D., Reynolds, N. J., Barnes, M. R. & Missier, P., 22 Jan 2024, 2023 IEEE International Conference on Big Data (BigData). He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 3679-3687 9 p. (IEEE International Conference on Big Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electronic Health Record 100%
  • Lifestyle 67%
  • Demographics 65%
  • Prediction 61%
  • Health 54%

• Machine learning approaches to enhance diagnosis and staging of patients with MASLD using routinely available clinical information

  LITMUS Consortium Investigators, McTeer, M., Applegate, D., Mesenbrink, P., Ratziu, V., Schattenberg, J. M., Bugianesi, E., Geier, A., Romero-Gomez, M., Dufour, J-F., Ekstedt, M., Francque, S., Yki-järvinen, H., Allison, M., Valenti, L., Miele, L., Pavlides, M., Cobbold, J., Papatheodoridis, G., Holleboom, A. G., & 4 othersTiniakos, D., Brass, C., Anstee, Q. M. & Missier, P., 29 Feb 2024, In: PLOS One. 19, 2, 17 p., e0299487.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Liver Diseases 74%
  • Fatty Liver 37%
  • Area Under Curve 28%
  • Supervised Machine Learning 28%
  28 Downloads (Pure)

• Supporting Better Insights of Data Science Pipelines with Fine-grained Provenance

  Chapman, A., Lauro, L., Missier, P. & Torlone, R., 9 Feb 2024, (E-pub ahead of print) In: ACM Trans. Database Syst..

  Research output: Contribution to journal › Article › peer-review

  • Data Science 100%
  • Pipelines 56%
  • Mathematical operators 11%
  • Inspection 9%
  • Machine learning 9%
• 2023

  A Machine Learning Approach to Predict Weight Change in ART-Experienced People Living with HIV

  Motta, F., Milic, J., Gozzi, L., Belli, M., Sighinolfi, L., Cuomo, G., Carli, F., Dolci, G., Iadisernia, V., Burastero, G., Mussini, C., Missier, P., Mandreoli, F. & Guaraldi, G., 15 Dec 2023, In: Journal of Acquired Immune Deficiency Syndromes. 94, 5, p. 474-481 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Machine Learning 100%
  • HIV 61%
  • Weights and Measures 56%
  • Body Composition 43%
  • Weight Gain 40%

• ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition

  Shao, S., Guan, Y., Zhai, B., Missier, P. & Plötz, T., 12 Jun 2023, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 7, 2, 21 p., 75.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Deep learning 100%
  • Sensors 86%
  • Sampling 78%
  • Ubiquitous computing 61%
  8 Downloads (Pure)

• Ethnic differences in early onset multimorbidity and associations with health service use, long-term prescribing, years of life lost, and mortality: A cross-sectional study using clustering in the UK Clinical Practice Research Datalink

  Eto, F., Samuel, M., Henkin, R., Mahesh, M., Ahmad, T., Angdembe, A., Hamish McAllister-Williams, R., Missier, P., Reynolds, N. J., Barnes, M. R., Hull, S., Finer, S. & Mathur, R., 27 Oct 2023, In: PLoS Medicine. 20, 10, 23 p., e1004300.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Multimorbidity 100%
  • Cluster Analysis 66%
  • Health Services 65%
  • Cross-Sectional Studies 48%
  • Mortality 37%
  3 Downloads (Pure)

• Mapping inpatient care pathways for patients with COPD: an observational study using routinely collected electronic hospital record data

  Evison, F., Cooper, R., Gallier, S., Missier, P., Sayer, A. A., Sapey, E. & Witham, M. D., 16 Oct 2023, In: ERJ Open Research. 9, 5, 10 p., 00110-2023.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Hospital Records 100%
  • Chronic Obstructive Pulmonary Disease 78%
  • Inpatients 70%
  • Observational Studies 68%
  • Patient Care 68%
  50 Downloads (Pure)

• On Training Strategies for LSTMs in Sensor-Based Human Activity Recognition

  Shan, S., Guan, Y., Guan, X., Missier, P. & Plotz, T., 21 Jun 2023, 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023. Institute of Electrical and Electronics Engineers (IEEE), p. 653-658 6 p. (IEEE Annual Conference on Pervasive Computing and Communications Workshops (PerCom)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sensor 100%
  • Human Activities 85%
  • Deep Learning 78%
  • Psychology Recognition 75%
  • Sensors 43%

• Preface of the 31st Italian Symposium on Advanced Database Systems

  Calvanese, D., Ferro, N., Diamantini, C., Silvello, G., Marchesin, S., Tanca, L., Atzori, M., Bartolini, I., Bellomarini, L., Buccafurri, F., Cabibbo, L., Calí, A., Caruccio, L., Ceci, M., Chiusano, S., Ciaccia, P., Corradini, E., Crescenzi, V., Di Noia, T., Faggioli, G., & 47 othersFazzinga, B., Ferrara, A., Ferrari, E., Firmani, D., Garza, P., Golfarelli, M., Guerrini, G., Gullo, F., Guzzi, P. H., Lanti, D., Leotta, F., Manco, G., Mandreoli, F., Masciari, E., Maurino, A., Melchiori, M., Mircoli, A., Missier, P., Molinaro, C., Montanelli, S., Moscato, V., Papotti, P., Pensa, R. G., Piantella, D., Pugliese, A., Quintarelli, E., Renso, C., Rinzivillo, S., Sartiani, C., Savo, D. F., Simonini, G., Storti, E., Tagarelli, A., Amato, F., Baralis, E., Castano, S., Catania, B., De Antonellis, V., Greco, S., Lembo, D., Camporese, A., Giachelle, F., Irrera, O., Leoncini, D., Menotti, L., Pasin, A. & Quaggio, E., 10 Sept 2023, In: CEUR Workshop Proceedings. 3478, p. i-iv 4 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  File
  3 Downloads (Pure)

• Preprocessing Matters: Automated Pipeline Selection for Fair Classification

  González-Zelaya, V., Salas, J., Prangle, D. & Missier, P., 19 May 2023, Modeling Decisions for Artificial Intelligence - 20th International Conference, MDAI 2023, Proceedings. Torra, V. & Narukawa, Y. (eds.). Springer, p. 202-213 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13890 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fairness 100%
  • Preprocessing 91%
  • Pipelines 59%
  • Pareto Front 23%
  • Niche 22%

• Researching multimorbidity in hospital: can we deliver on the promise of health informatics?

  Witham, M. D., Cooper, R., Missier, P., Robinson, S. M., Sapey, E. & Sayer, A. A., Aug 2023, In: European Geriatric Medicine. 14, 4, p. 765-768 4 p.

  Research output: Contribution to journal › Editorial

  Open Access

  File
  26 Downloads (Pure)

• Tracking trajectories of multiple long-term conditions using dynamic patient-cluster associations

  Kremer, R., Raza, S. M., Eto, F., Casement, J., Atallah, C., Finer, S., Lendrem, D., Barnes, M., Reynolds, N. J. & Missier, P., 26 Jan 2023, 2022 IEEE International Conference on Big Data. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 4390-4399 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Trajectory Tracking 100%
  • Clustering 57%
  • Trajectory 54%
  • History 54%
  • Predictive Modeling 49%
• 2022

  An HMM-ensemble approach to predict severity progression of ICU treatment for hospitalized COVID-19 patients

  Mandreoli, F., Motta, F. & Missier, P., 25 Jan 2022, Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. Wani, M. A., Sethi, I. K., Shi, W., Qu, G., Raicu, D. S. & Jin, R. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 1299-1306 8 p. (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Intensive care units 100%
  • Hidden Markov models 76%
  • Intensive Care Units 62%
  • Datasets 39%
  • Respiration 20%

• Curating a longitudinal research resource using linked primary care EHR data - a UK Biobank case study

  Darke, P., Cassidy, S., Catt, M., Taylor, R., Missier, P. & Bacardit, J., Mar 2022, In: Journal of the American Medical Informatics Association. 29, 3, p. 546-552 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Longitudinal Studies 100%
  • Primary Health Care 94%
  • Cohort Studies 81%
  • Diabetes Mellitus 47%
  2 Downloads (Pure)

• Data-Driven, AI-Based Clinical Practice: Experiences, Challenges, and Research Directions

  Ferrari, D., Mandreoli, F., Motta, F. & Missier, P., 22 Aug 2022, In: CEUR Workshop Proceedings. 3194, p. 392-403 12 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  File

  • Health 100%
  • Clinical research 95%
  • Wearable technology 76%
  2 Downloads (Pure)

• DPDS: Assisting Data Science with Data Provenance

  Chapman, A., Missier, P., Lauro, L. & Torlone, R., 1 Aug 2022, In: Proceedings of the VLDB Endowment. 15, 12, p. 3614-3617 4 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Data Science 100%
  • Data structures 61%
  • Pipelines 56%
  • Engineers 51%

• Knowledge-Driven Data Ecosystems Toward Data Transparency

  Geisler, S., Vidal, M. E., Cappiello, C., Lóscio, B. F., Gal, A., Jarke, M., Lenzerini, M., Missier, P., Otto, B., Paja, E., Pernici, B. & Rehof, J., Mar 2022, In: Journal of Data and Information Quality. 14, 1, 12 p., 3.

  Research output: Contribution to journal › Article › peer-review

  • Ecosystems 100%
  • Transparency 98%
  • Ecosystem 98%
  • Interoperability 44%
  • Information management 43%

• Real-world data mining meets clinical practice: Research challenges and perspective

  Mandreoli, F., Ferrari, D., Guidetti, V., Motta, F. & Missier, P., 21 Oct 2022, In: Frontiers in Big Data. 5, 7 p., 1021621.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data mining 100%
  • Health 88%
  • Big data 72%
  • Artificial intelligence 70%
  • Personalized medicine 58%
  6 Downloads (Pure)

• The interplay of post-acute COVID-19 syndrome and aging: a biological, clinical and public health approach

  Guaraldi, G., Milic, J., Cesari, M., Leibovici, L., Mandreoli, F., Missier, P., Rozzini, R., Cattelan, A. M., Motta, F., Mussini, C. & Cossarizza, A., Nov 2022, In: Ageing Research Reviews. 81, 9 p., 101686.

  Research output: Contribution to journal › Review article › peer-review

  • Public Health 100%
  • SARS Virus 59%
  • Healthy Aging 50%
  • Survivors 17%
  • Infections 9%
• 2021

  A customisable pipeline for the semi-automated discovery of online activists and social campaigns on Twitter

  Primo, F., Romanovsky, A., de Mello, R., Garcia, A. & Missier, P., Jul 2021, In: World Wide Web. 24, 4, p. 1235-1271 37 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Pipelines 100%
  4 Downloads (Pure)

• Fine-grained provenance for high-quality data science

  Chapman, A., Missier, P., Simonelli, G. & Torlone, R., 9 Sept 2021, In: CEUR Workshop Proceedings. 2994, p. 411-418

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  File

  • Data Science 100%
  • Machine learning 54%
  11 Downloads (Pure)

• Latency of Trading Transactions in Brokered IoT Data Marketplace in Ethereum

  Bajoudah, S. & Missier, P., 18 Nov 2021, 2021 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI). Institute of Electrical and Electronics Engineers (IEEE), p. 254-263 10 p. (Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing, UIC-ATC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ethereum 100%
  • Latency 88%
  • Transactions 84%
  • transaction 63%
  • Internet of things 56%

• Optimising fairness through parametrised data sampling

  González-Zelaya, V., Salas, J., Prangle, D. & Missier, P., Mar 2021, Advances in Database Technology - EDBT 2021: 24th International Conference on Extending Database Technology, Proceedings. Velegrakis, Y., Velegrakis, Y., Zeinalipour, D., Chrysanthis, P. K., Chrysanthis, P. K. & Guerra, F. (eds.). OpenProceedings.org, p. 445-450 6 p. (Advances in Database Technology - EDBT; vol. 2021-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Sampling 100%
  • Labels 40%
  • Machine learning 34%
  • Experiments 16%
  3 Downloads (Pure)

• The Right (Provenance) Hammer for the Job: A Comparison of Data Provenance Instrumentation

  Chapman, A., Sasikant, A., Simonelli, G., Missier, P. & Torlone, R., 27 Apr 2021, Provenance in Data Science: From Data Models to Context-Aware Knowledge Graphs. Sikos, L. F., Seneviratne, O. W. & McGuinness, D. L. (eds.). 1 ed. Springer, p. 25-45 20 p. (Advanced Information and Knowledge Processing).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Data Science 100%
  • Hammers 86%
  • Pipelines 42%

• Using Wearable Activity Trackers to Predict Type 2 Diabetes: Machine Learning–Based Cross-sectional Study of the UK Biobank Accelerometer Cohort

  Lam, B., Catt, M., Cassidy, S., Bacardit, J., Darke, P., Butterfield, S., Alshabrawy, O., Trenell, M. & Missier, P., 19 Mar 2021, In: JMIR Diabetes. 6, 1, 15 p., e23364.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • cross-sectional study 100%
  • chronic illness 98%
  • Chronic Diseases 14%
  • quality control 13%
  • living conditions 12%
  5 Downloads (Pure)
• 2020

  Abstracting PROV provenance graphs: A validity-preserving approach

  Missier, P., Bryans, J., Gamble, C. & Curcin, V., Oct 2020, In: Future Generation Computer Systems. 111, p. 352-367 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Metadata 100%
  • Data structures 83%
  • Semantics 69%

• Building rule hierarchies for efficient logical rule learning from knowledge graphs

  Gu, Y., Guan, Y. & Missier, P., 2020

  Research output: Other contribution

• Capturing and querying fine-grained provenance of preprocessing pipelines in data science

  Chapman, A., Missier, P., Simonelli, G. & Torlone, R., 2020, In: Proceedings of the VLDB Endowment. 14, 4, p. 507-520 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Data Science 100%
  • Pipelines 56%
  • Scalability 14%
  • Machine learning 13%
  • Experiments 6%

• Data-driven vs knowledge-driven inference of health outcomes in the ageing population: A case study

  Ferrari, D., Guaraldi, G., Mandreoli, F., Martoglia, R., Milić, J. & Missier, P., 2020, In: CEUR Workshop Proceedings. 2578

  Research output: Contribution to journal › Conference article › peer-review

  • Medicine 100%
  • Aging of materials 79%
  • Health 73%
  • Personalized medicine 72%
  • Smartphones 46%

• Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia —Challenges, strengths, and opportunities in a global health emergency

  Ferrari, D., Milic, J., Tonelli, R., Ghinelli, F., Meschiari, M., Volpi, S., Faltoni, M., Franceschi, G., Iadisernia, V., Yaacoub, D., Ciusa, G., Bacca, E., Rogati, C., Tutone, M., Burastero, G., Raimondi, A., Menozzi, M., Franceschini, E., Cuomo, G., Corradi, L., & 19 othersOrlando, G., Santoro, A., Digaetano, M., Puzzolante, C., Carli, F., Borghi, V., Bedini, A., Fantini, R., Tabbì, L., Castaniere, I., Busani, S., Clini, E., Girardis, M., Sarti, M., Cossarizza, A., Mussini, C., Mandreoli, F., Missier, P. & Guaraldi, G., 2020, In: PLoS ONE.

  Research output: Contribution to journal › Article › peer-review

• Predicting respiratory failure in patients with COVID-19 pneumonia: A case study from Northern Italy

  Ferrari, D., Mandreoli, F., Guaraldi, G., Milic, J. & Missier, P., 2020, In: CEUR Workshop Proceedings. 2820, p. 32-38 7 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Intensive care units 100%
  • Health care 38%
  • Decision trees 36%
  • Machine learning 27%

• Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context

  Toreini, E., Aitken, M., Coopamootoo, K. P. L., Elliott, K., Zelaya, V. G., Missier, P., Ng, M. & Moorsel, A. V., 17 Jul 2020, arXiv.

  Research output: Working paper/Preprint › Preprint

  Open Access

  File

  • Machine learning 100%
  • Learning systems 83%
  • Life cycle 47%
  • Transparency 28%
  • Engineers 19%
  92 Downloads (Pure)

• Towards Learning Instantiated Logical Rules from Knowledge Graphs

  Gu, Y., Guan, Y. & Missier, P., 2020

  Research output: Other contribution

• Using Wearable Activity Trackers to Predict Type 2 Diabetes: Machine Learning–Based Cross-sectional Study of the UK Biobank Accelerometer Cohort (Preprint)

  Lam, B., Catt, M., Cassidy, S., Bacardit, J., Darke, P., Butterfield, S., Alshabrawy, O., Trenell, M. & Missier, P., 6 Sept 2020.

  Research output: Working paper/Preprint › Preprint
• 2019

  Acknowledgement to reviewers of informatics in 2018

  Informatics Editorial Office, 9 Jan 2019, In: Informatics. 6, 1, 3.

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

• A Customisable Pipeline for Continuously Harvesting Socially-Minded Twitter Users

  Primo, F., Missier, P., Romanovsky, A., Figueredo, M. & Cacho, N., 2019, International Conference on Web Engineering.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Communication in emergency management through data integration and trust: An introduction to the CEM-DIT system

  McNeill, F., Bental, D., Missier, P., Steyn, J., Komar, T. & Bryans, J., 2019, ISCRAM 2019 - Proceedings: 16th International Conference on Information Systems for Crisis Response and Management. Franco, Z., Gonzalez, J. J. & Canos, J. H. (eds.). Information Systems for Crisis Response and Management, ISCRAM, p. 376-387 12 p. (Proceedings of the International ISCRAM Conference; vol. 2019-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data Integration 100%
  • Emergency Management 75%
  • Data integration 65%
  • Observatories 35%
  • Communication 34%

• Efficient Re-Computation of Big Data Analytics Processes in the Presence of Changes: Computational Framework, Reference Architecture, and Applications

  Missier, P. & Cala, J., Jul 2019, Proceedings - 2019 IEEE International Congress on Big Data, BigData Congress 2019 - Part of the 2019 IEEE World Congress on Services. Bertino, E., Chang, C. K., Chen, P., Damiani, E., Goul, M. & Oyama, K. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 24-34 11 p. 8818202. (Proceedings - 2019 IEEE International Congress on Big Data, BigData Congress 2019 - Part of the 2019 IEEE World Congress on Services).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Architecture 100%
  • Data Analytics 99%
  • Genomics 94%
  • Big Data 89%
  • Big data 81%

• Increasing phenotypic annotation improves the diagnostic rate of exome sequencing in a rare neuromuscular disorder

  Thompson, R., Papakonstantinou Ntalis, A., Beltran, S., Töpf, A., de Paula Estephan, E., Polavarapu, K., ’t Hoen, P. A. C., Missier, P. & Lochmüller, H., 1 Oct 2019, In: Human Mutation. 40, 10, p. 1797-1812 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Exome 100%
  • Phenotype 50%
  • Congenital Myasthenic Syndromes 26%
  • Genes 20%

• Targeted therapies for congenital myasthenic syndromes: Systematic review and steps towards a treatabolome

  Thompson, R., Bonne, G., Missier, P. & Lochmüller, H., Mar 2019, In: Emerging topics in life sciences. 3, 1, p. 19-37 19 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Congenital Myasthenic Syndromes 100%
  • Neuromuscular 88%
  • systematic review 82%
  • neuromuscular disorders 68%
  • genetic disorders 50%

• Toward a decentralized, trust-less marketplace for brokered IoT data trading using blockchain

  Bajoudah, S., Dong, C. & Missier, P., Jul 2019, Proceedings - 2019 2nd IEEE International Conference on Blockchain, Blockchain 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 339-346 8 p. 8946245. (Proceedings - 2019 2nd IEEE International Conference on Blockchain, Blockchain 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Blockchain 100%
  • Internet of Things 98%
  • Electronic data interchange 90%
  • Data streams 86%
  • Data Streams 78%

• Toward trusted open data and services

  Nati, M., Mayer, S., Capossele, A. & Missier, P., Jan 2019, In: Internet Technology Letters.

  Research output: Contribution to journal › Article › peer-review

• Why-Diff: Exploiting Provenance to Understand Outcome Differences from Non-Identical Reproduced Workflows

  Thavasimani, P., Cala, J. & Missier, P., 2019, In: IEEE Access. 7, p. 34973-34990 18 p., 8662612.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Graph Databases 100%
  • Data Analytics 78%
  • Environment 40%
• 2018

  Adaptive incremental learning for statistical relational models using gradient-based boosting

  Gu, Y. & Missier, P., 2018, In: CEUR Workshop Proceedings. 2085, p. 22-26 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Large dataset 100%
  • Model structures 96%
  • Data streams 93%

• Analyzing Social Network Images with Deep Learning Models to Fight Zika Virus

  Barros, P. H., Lima, B. G. C., Crispim, F. C., Vieira, T., Missier, P. & Fonseca, B., 2018, Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Proceedings. ter Haar Romeny, B., Karray, F. & Campilho, A. (eds.). Springer Verlag, p. 605-610 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10882 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social Networks 100%
  • Viruses 96%
  • Virus 88%
  • Deep neural networks 80%
  • Learning 74%

• Design and evaluation of a genomics variant analysis pipeline using GATK Spark tools

  Tucci, N., Cala, J., Steyn, J. & Missier, P., 2018, In: CEUR Workshop Proceedings. 2161

  Research output: Contribution to journal › Conference article › peer-review

  • Genomics 100%
  • Electric sparks 96%
  • Pipelines 73%
  • Scalability 38%
  • Throughput 33%

• Exploiting execution provenance to explain difference between two data-intensive computations

  Thavasimani, P., Cala, J. & Missier, P., 24 Dec 2018, Proceedings - IEEE 14th International Conference on eScience, e-Science 2018. Institute of Electrical and Electronics Engineers (IEEE), p. 380-381 2 p. 8588728. (Proceedings - IEEE 14th International Conference on eScience, e-Science 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution