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Advanced Intelligent Systems for Sustainable Development (AI2SD'2019). Volume 2, Advanced intelligent systems for sustainable development applied to agriculture and health
- Author / Creator
- Conferences
- AI2SD (Conference) (2nd : 2019 : Marrakech, Morocco)
- Available as
- Online
Details
- Creator
- Mostafa Ezziyyani, editor
- Format
- Books
- Language
- English
- Contributors
- Publication
-
- Cham : Springer, 2020
- Physical Details
-
- 1 online resource (425 pages)
- data file
- ISBNs
- 9783030366643, 3030366642, 9783030366636, 9783030366636
- OCLC
- on1140789420
- Description based upon print version of record.
- Bio-Ceramic Amalgams Based on Hydroxyapatite Doped by Cobalt, Nickel and Their Toxicity Discussion
- Includes author index.
- Intro -- Preface -- Overview About AI2SD Editions -- Foreword -- Acknowledgements to AI2SD'2019 Participants -- Organization -- General Chair -- Co-chairs -- Keynotes Speakers -- TPC Chairs -- Ph.D. Organizing Committee -- Local Organizing Committee -- Scientific Committee -- Contents -- About the Editor -- A Controlled and Complete Mapping of Care Processes Towards a Digital Clinic -- Abstract -- 1 Introduction -- 2 Background -- 3 Methodology -- 3.1 The Process Boundary -- 3.2 Exclusion Inclusion Criteria -- 3.3 Process Description -- 3.4 Identification of Malfunctions or Failures
- 3.5 Healthcare Process Model Conception -- 4 Results -- 4.1 Overview of the Primary Results -- 4.2 Future Research Agenda -- 5 Conclusion -- References -- A Hybrid Data Mining Classifier for Breast Cancer Prediction -- Abstract -- 1 Introduction -- 2 Background -- 3 Experiment -- 3.1 Experiment Environment -- 3.2 Breast Cancer Dataset -- 3.3 Metrics and Research Hypotheses -- 4 Experimental Results -- 5 Conclusion -- References -- A LSTM-Based Method with Attention Mechanism for Adverse Drug Reaction Sentences Detection -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Preprocessing
- 3.2 Embedding Layer -- 3.3 LSTM Layer -- 3.4 Attention Layer -- 3.5 Output Layer -- 4 Experimental Results and Discussion -- 4.1 Dataset and Evaluation Metrics -- 4.2 Hyper-Parameters Setting -- 4.3 Results and Discussion -- 5 Conclusion and Future Work -- References -- A Novel Low-Cost Conductivity Based Soil Moisture Sensor -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Test Bench -- 4 Results and Discussion -- 4.1 Sensor Analysis -- 4.2 Soil Moisture Equation -- 5 Conclusion and Future Work -- Acknowledgment -- References
- Agroforestry: Smart Practice for Sustainable Agricultural Development -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 3.1 Initial Characterization of Soil Fertility -- 3.2 State of Soil Fertility in Intercropping and Monoculture Systems -- 3.3 Effect of Distance from the Row of Olive Tree on Soil Fertility in Intercropping and Monoculture Systems -- 4 Conclusion -- References -- Automatic Localization of Supraorbital and Infraorbital Foramina Region on CBCT Images -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods
- 3.1 Find Initial Point -- 3.2 Lateral Orbital Rim -- 3.3 Supraorbital Rim -- 3.4 Region of Supraorbital Notch/Foramina -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Big Data Analytics and Artificial Intelligence Serving Agriculture -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Water Data Collection -- 3.2 Data Preprocessing -- 3.3 Architecture Neuronal -- 3.4 Importing Data and Learning Configuration -- 3.5 Neuronal Structure -- 4 Results and Interpretations -- 5 Conclusion -- References