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This book constitutes the refereed proceedings of the 5th International Conference on Advances in Visual Informatics, IVIC 2017, held in Bangi, Malaysia, in November 2017.

The keynote and 72 papers presented were carefully reviewed and selected from 130 submissions. The papers are organized in the following topics: Visualization and Data Driven Technology; Engineering and Data Driven Innovation; Data Driven Societal Well-being and Applications; and Data Driven Cyber Security.

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Intro -- Preface -- Organization -- Contents -- Keynote -- Vehicle Detection Using Alex Net and Faster R-CNN Deep Learning Models: A Comparative Study -- Abstract -- 1 Introduction -- 2 CNN Architectures Used -- 2.1 AlexNet -- 2.2 Faster R-CNN -- 3 Detection and Classification Approaches -- 3.1 AlexNet Model -- 3.2 Faster R-CNN Model -- 4 Experiments and Results -- 5 Conclusions and Future Work -- Acknowledgments -- References -- Visualisation and Data Driven Technology -- Improvement on the Efficiency of Technology Companies in Malaysia with Data Envelopment Analysis Model -- Abstract -- 1 Introduction -- 2 Data and Methodology -- 2.1 Data -- 2.2 Data Envelopment Analysis -- 3 Empirical Results -- 4 Conclusion -- Acknowledgements -- References -- Visualization Principles for Facilitating Strategy Development Process in the Organization -- Abstract -- 1 Introduction -- 2 Working Background -- 2.1 Overview Concept -- 2.2 General System Theory -- 2.3 Forming the Cycle of Expectation -- 3 Visualization Principles for Facilitating SDP -- 3.1 Higher Level Visual Structure -- 3.2 Lower Level Visual Structure -- 3.3 Interconnection Between Higher and Lower Level Visual Structure -- 4 The Demonstration of Visualization Principles for SDP -- 4.1 The Usefulness of Visualization Principles for SDP -- 4.2 The Usefulness of Higher Level Visual Structure -- 4.3 The Usefulness of Lower Level Visual Structure -- 4.4 The Usefulness of Open Ended Organizing and Structuring -- 5 Conclusions and Future Works -- References -- Analysis of Visually Impaired Users’ Navigation Techniques in Complex and Non-complex Layout by Using Spectrum -- Abstract -- 1 Introduction -- 2 Web Navigation by VI Users -- 3 Spectrum -- 4 Methodology -- 4.1 Participants -- 4.2 Platform -- 4.3 Data Collection -- 4.4 Qualitative Data Analysis -- 5 Results and Discussions -- 6 Conclusion and Future Work -- References -- DengueViz: A Knowledge-Based Expert System Integrated with Parallel Coordinates Visualization in the Dengue Diagnosis -- Abstract -- 1 Introduction -- 2 Literature Review -- 2.1 Expert Systems -- 2.2 Dengue Diagnosis -- 2.3 Integrating Parallel Coordinates Visualization -- 3 Methodology -- 4 Implementation and Experiments -- 4.1 Knowledge Base -- 4.2 Inference Engine -- 4.3 Plotting the Parallel Coordinates -- 4.4 Visual Data Interactions -- 5 Results -- 6 Conclusion -- Acknowledgements -- References -- Intake and Preparation of Malay Confinement Dietary Ontology Framework -- Abstract -- 1 Introduction -- 2 Knowledge -- 3 Knowledge Management and Ontology -- 4 Malay Confinement Dietary -- 5 Designing Ontology Framework -- 6 Intake and Preparation of MCD Ontology Framework -- 7 Discussion -- Acknowledgments -- References -- Hybrid Improved Bacterial Swarm (HIBS) Optimization Algorithm -- Abstract -- 1 Introduction -- 2 Related Works -- 3 Proposed Methodology -- 3.1 Adaptive Step Size in the Tumbling of Bacterium at Chemotaxis -- 3.2 Local Best by BFO Algorithm -- 3.3 Global Best .