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- research-articleAugust 2020
DC-SMIL: a multiple instance learning solution via spherical separation for automated detection of displastyc nevi
IDEAS '20: Proceedings of the 24th Symposium on International Database Engineering & ApplicationsArticle No.: 4, Pages 1–9https://doi.org/10.1145/3410566.3410611Among skin cancers, melanoma is the most aggressive and most lethal form. Despite these terrible premises, an excision treatment carried out thanks to an early diagnosis is almost always decisive, guaranteeing the patient's survival. The early detection ...
- research-articleAugust 2020
Bridging the gap between business processes and IoT
IDEAS '20: Proceedings of the 24th Symposium on International Database Engineering & ApplicationsArticle No.: 2, Pages 1–10https://doi.org/10.1145/3410566.3410605This paper discusses a novel way of making business processes and Internet of Things (IoT) work together. Indeed each "suffers" from many limitations that the other could help address them and vice versa. On the one hand, business processes are known ...
- research-articleAugust 2020
Data science for healthcare predictive analytics
- Carson K. Leung,
- Daryl L. X. Fung,
- Saad B. Mushtaq,
- Owen T. Leduchowski,
- Robert Luc Bouchard,
- Hui Jin,
- Alfredo Cuzzocrea,
- Christine Y. Zhang
IDEAS '20: Proceedings of the 24th Symposium on International Database Engineering & ApplicationsArticle No.: 8, Pages 1–10https://doi.org/10.1145/3410566.3410598Big data are everywhere nowadays. Many businesses possess big data for their success because big data are very useful and are considered as new oil. For instance, big data are very important in predicting the trends on what will happen in the future. ...
- research-articleAugust 2020
Pandemic and big tech
IDEAS '20: Proceedings of the 24th Symposium on International Database Engineering & ApplicationsArticle No.: 20, Pages 1–10https://doi.org/10.1145/3410566.3410585Having been an observer and user of computing devices from slide rules, analog computers, early monstrous digital machines, to sleek, hand held digital ones: seeing the shift of the computing and data 'ownership' paradigms over the last six decades one ...
- research-articleAugust 2020
Organizing and compressing collections of files using differences
IDEAS '20: Proceedings of the 24th Symposium on International Database Engineering & ApplicationsArticle No.: 14, Pages 1–10https://doi.org/10.1145/3410566.3410584A collection of related files often exhibits strong similarities among its constituents. These similarities, and the dual differences, may be used for both compressing the collection and for organizing it in a manner that reveals human-readable ...