Distributed Systems

Andrés Tello

  1. Large-Scale Multipurpose Benchmark Datasets For Assessing Data-Driven Deep Learning Approaches For Water Distribution Networks (, , and ), In Proceedings of the 3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (WDSA/CCWI), MDPI, .

    Abstract

    Currently, the number of common benchmark datasets that researchers can use straight away for assessing data-driven deep learning approaches is very limited. Most studies provide data as configuration files. It is still up to each practitioner to follow a particular data generation method and run computationally intensive simulations to obtain usable data for model training and evaluation. In this work, we provide a collection of datasets that includes several small and medium size publicly available Water Distribution Networks (WDNs), including Anytown, Modena, Balerma, C-Town, D-Town, L-Town, Ky1, Ky6, Ky8, and Ky13. In total 1,394,400 hours of WDNs data operating under normal conditions is made available to the community.


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  2. Too Good To Be True: accuracy overestimation in (re)current practices for Human Activity Recognition (, and ), In 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), IEEE, .

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  3. Graph Neural Networks for Pressure Estimation in Water Distribution Systems (, , and ), In arXiv preprint arXiv:2311.10579, Arxiv, .

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  4. Digital Twins: an enabler for digital transformation ( and ), Chapter in The Digital Transformation handbook, .

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  5. Temporal Analysis of 911 Emergency Calls Through Time Series Modeling (, , and ), In The International Conference on Advances in Emerging Trends and Technologies, .

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  6. Prediction of Imports of Household Appliances in Ecuador Using LSTM Networks (, , and ), In Conference on Information Technologies and Communication of Ecuador, .

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  7. Modeling 911 emergency events in Cuenca-Ecuador using geo-spatial data (, , and ), In International Conference on Technology Trends, .

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  8. LOD-GF: an integral linked open data generation framework (, , , , , and ), In Conference on Information Technologies and Communication of Ecuador, .

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  9. Semantic web and augmented reality for searching people, events and points of interest within of a university campus (, , and ), In 2017 XLIII Latin American Computer Conference (CLEI), .

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  10. Tv program recommender using user authentication on middleware ginga (, , , and ), In 2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), .

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  11. Methodological guidelines for publishing library data as linked data (, , , , and ), In 2017 International Conference on Information Systems and Computer Science (INCISCOS), .

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  12. Challenges and trends about smart big geospatial data: A position paper (, and ), In 2017 IEEE International Conference on Big Data (Big Data), .

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  13. Automatic RDF-ization of big data semi-structured datasets (, , , and ), In Maskana, volume 7, .

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  14. Detecting similar areas of knowledge using semantic and data mining technologies (, , , , and ), In Electronic Notes in Theoretical Computer Science, Elsevier, volume 329, .

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  15. Integration and massive storage of hydro-meteorological data combining big data & semantic web technologies (, , and ), In Maskana, volume 6, .

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  16. An automatic method for the enrichment of dicom metadata using biomedical ontologies (, , , and ), In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), .

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  17. Rdf-ization of dicom medical images towards linked health data cloud (, , , and ), In VI Latin American Congress on Biomedical Engineering CLAIB 2014, Paraná, Argentina 29, 30 & 31 October 2014, .

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  18. WebMedSA: a web-based framework for segmenting and annotating medical images using biomedical ontologies (, , , , , , and ), In 11th International Symposium on Medical Information Processing and Analysis, volume 9681, .

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