Trends and innovations in information systems and technologies. Volume 3 (2020)

• Record Type: Book
• Further Information: Note: Álvaro Rocha, Hojjat Adeli, Luís Paulo Reis, Sandra Costanzo, Irena Orovic, Fernando Moreira, editors.
• Other Names: Rocha, Álvaro; Adeli, Hojjat, 1950-; Reis, Luís Paulo, 1970-; Costanzo, Sandra; Orovic, Irena; Moreira, Fernando, 1969 August 16; World Conference on Information Systems and Technologies
• Contents: Intro -- Preface -- Organization -- Conference -- General Chair -- Co-chairs -- Local Organizing Committee -- Advisory Committee -- Program Committee -- Contents -- Health Informatics -- A Product and Service Concept Proposal to Improve the Monitoring of Citizens' Health in Society at Large -- Abstract -- 1 Introduction -- 2 Literature Review -- 2.1 Wearable Devices -- 2.2 Data Processing and Analytics -- 2.3 Enterprises and Services -- 3 Methodology -- 4 Results -- 4.1 SmartAL -- Software Platform Developed by Altice Labs for Monitoring the Elderly -- 4.2 Survey 5 Discussion of a New Possible Solution for the General Population and for All Age Groups -- 6 Conclusion -- 7 Contribution and Suggestions for Future Research -- Acknowledgements -- References -- Artificial Neural Networks Interpretation Using LIME for Breast Cancer Diagnosis -- 1 Introduction -- 2 Background -- 2.1 Artificial Neural Networks: MLP -- 2.2 Local Interpretability -- 3 Related Work -- 4 Database Description and Performance Criteria -- 4.1 WISCONSIN Database -- 4.2 Performance -- 5 Experimental Design -- 5.1 Models Construction -- 5.2 Interpretability Techniques 6 Results and Discussion -- 6.1 Models Construction -- 6.2 Interpretability Results -- 7 Threats to Validity -- 8 Conclusion and Future Work -- References -- Energy Efficiency and Usability of Web-Based Personal Health Records -- 1 Introduction -- 2 Materials and Methods -- 2.1 PHRs Under Study -- 2.2 Power Measurements Procurement -- 2.3 Usability Assessment -- 3 Results -- 3.1 Energy Consumption of the Selected Web-Based PHRs -- 3.2 Operability and Energy Efficiency -- 3.3 Interface Aesthetics and Energy Efficiency -- 4 Discussion -- 5 Conclusions and Future Works -- References A Complete Prenatal Solution for a Reproductive Health Unit in Morocco -- Abstract -- 1 Introduction -- 2 Prenatal Mobile Personal Health Records: An Overview -- 3 A New Prenatal Solution -- 3.1 Purpose -- 3.2 Requirements Specification -- 4 Implementation of the Prenatal Solution -- 4.1 The Prenatal mPHR -- 4.2 The EHR -- 5 Experiment Design -- 5.1 Selection Criteria -- 5.2 Recruitment Process -- 6 Conclusion and Future Work -- Acknowledgments -- References -- Machine Learning and Image Processing for Breast Cancer: A Systematic Map -- Abstract -- 1 Introduction -- 2 Research Methodology 2.1 Research Questions -- 2.2 Search Strategy -- 2.3 Study Selection -- 2.4 Data Extraction Strategy and Synthesis -- 2.5 Threats to Validity -- 3 Results -- 3.1 Studies Selection -- 3.2 RQ1: In Which Year, Publication Channels and Sources Were the Selected Papers Related to Machine Learning and Image Processing in Breast Cancer Published? -- 3.3 RQ2: What Type of Contributions and Empirical Methods is Being Made to the Area of Machine Learning and Image Processing in Breast Cancer? -- 3.4 RQ3: Which is the Most Investigated Machine Learning Objective?
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (615 pages)
• Subjects: 004.6; Information technology -- Congresses; Computer networks -- Congresses; Databases; Artificial intelligence; Computers -- Data Processing; Technology & Engineering -- Engineering (General); Computer networks; Information technology; Electronic books; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783030456979
• Related ISBNs: 9783030456962
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.