Kooperativer Bibliotheksverbund

UID:

Format: 1 Online-Ressource (VI, 202 p. 116 illus., 76 illus. in color)

Edition: 1st ed. 2024

ISBN: 9783031570377

Series Statement: Studies in Computational Intelligence 1156

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-57036-0

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-57038-4

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-57039-1

Language: English

DOI: 10.1007/978-3-031-57037-7

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: 1 online resource (204 pages)

Edition: 1st ed.

ISBN: 3-031-57037-5

Series Statement: Studies in Computational Intelligence Series ; v.1156

Note: Intro -- Contents -- Impact of Healthy Eating Among Residents in Aberdeen Using Exploratory Data Analysis -- 1 Introduction -- 2 Procedure -- 2.1 Gathering Data -- 2.2 Importing Data -- 3 Visualization and Analysis -- 3.1 Visualizing the Age Distribution by Gender -- 3.2 Visualize Count by Gender Using a Bar Plot -- 3.3 Investigating if the Age Distribution Follows a Normal Distribution -- 3.4 Visualizing the Age Distribution -- 3.5 Visualize the Popular Processes Meals by Gender and by Age Group -- 3.6 Visualization of Popular Food Among Females in Aberdeen -- 3.7 Visualization of Popular Food Among Males in Aberdeen -- 3.8 Visualization of Popular Food Among LGBTQ+ Community in Aberdeen -- 3.9 Visualization of Eating Pattern to Determine Most Frequently Missed Meal -- 3.10 Visualizing Using Pie Charts -- 3.11 Preparing the Dataset to Predict if Hike in Food Prices Have Affected Survey Respondents -- 3.12 Results Using Machine Learning Ensembles -- 4 Conclusion -- References -- Non-aligned RGBT Tracking via Joint Temporal-Iterated Homography Estimation and Multimodal Transformer Fusion -- 1 Introduction -- 2 Related Work -- 2.1 RGBT Tracking -- 2.2 Transformer Tracking -- 2.3 Deep Homography Estimation -- 3 Non-aligned RGBT Tracker -- 3.1 Overview -- 3.2 Temporal-Iterated Homography Estimation Module -- 3.3 Multimodal Transformer Fusion Module -- 3.4 Training Algorithm -- 4 Experiments -- 4.1 Evaluation Data and Metrics -- 4.2 Quantitative Comparison -- 4.3 Ablation Study -- 5 Conclusion -- References -- Software Approaches for Designing Electric Transformers -- 1 Introduction -- 2 Related Works -- 3 Process of Designing Transformers in Small-Sized Enterprises -- 4 Problem Definition -- 5 The Four Types of Software We Developed -- 5.1 Development Environment -- 5.2 Spreadsheet-Based SW -- 5.3 All Possible Designs Using Repetition. , 5.4 Multiprocessing -- 5.5 Deep Learning Model -- 6 Conclusion -- References -- On the Generation of Distinct Gray Codes for Load-Balancing in Hypercubes -- 1 Introduction -- 2 Preliminaries -- 3 Gray Codes Generation Algorithm -- 4 Proof of Correctness and Evaluation -- 5 Empirical Evaluation -- 6 Conclusion -- References -- Using Key Point Detection to Extract Three Dimensional Phenotypes of Corn -- 1 Introduction -- 2 Data Collection and Processing -- 2.1 Data Annotation and Enhancement -- 3 V7POSE-GSConv for Key Point Detection -- 3.1 YOLOv7-POSE -- 3.2 GS-ConV -- 3.3 V7POSE-GSConV -- 4 Experiments and Results Analysis -- 4.1 Key Point Detection Result -- 4.2 3D Phenotype Result -- 5 Conclusion -- References -- ZPF-DLSTM: An Efficient Deep Network with Low Time Latency -- 1 Introduction -- 2 The ZPF-DLSTM Model -- 2.1 Long Short-Term Memory (LSTM) -- 2.2 Fully Connected Network (FCN) -- 2.3 Zero-Phase Filter (ZPF) -- 2.4 ZPF-DLSTM Architecture -- 3 Experiment -- 3.1 Datasets and Metrics -- 3.2 Parameter Setting -- 3.3 Comparison with Other Methods -- 3.4 Ablation Experiments -- 4 Conclusion and Future Work -- References -- The Fusion Model of ResNet and GRU Based on Simplified Self-Attention for ECG Classification on PTB-XL Dataset -- 1 Introduction -- 2 Related Work -- 2.1 Classical Machine Learning -- 2.2 Recurrent Neural Network -- 2.3 1D Convolutional Neural Wetwork -- 2.4 2D Convolutional Neural Network -- 2.5 Multimodal Fusion Framework -- 3 Method -- 3.1 Dataset -- 3.2 Bidirectional GRU -- 3.3 Simplified Self-Attention -- 3.4 Residual Architecture -- 3.5 ResGRU-Attention -- 4 Evaluation Metrics -- 5 Experiments and Results -- 5.1 Experiments Platform -- 5.2 Hyperparameter Values -- 5.3 Result -- 6 Conclusion -- References -- Ball Trajectory and Landing Point Prediction Model Based on EKF Algorithm -- 1 Introduction -- 2 Related Work. , 3 Proposed Intelligent System -- 3.1 The Principle of Camera Calibration -- 3.2 The Principle of Triangulation -- 3.3 The Principle of Extended Kalman Filter -- 3.4 Predicting Ball Trajectory and Speed by Extended Kalman Filter -- 4 Conclusion and Future Work -- References -- Generating Timed Scenarios from Behaviours -- 1 Introduction -- 2 Timed Scenarios -- 3 A Bird's Eye View -- 4 Generating a Timed Scenario from a Set of Behaviours -- 5 Experiments -- 6 Related Work and Conclusions -- References -- Agile User-Centered Design Framework to Support the Development of E-Health for Patient Education -- 1 Introduction -- 2 The Development of Agile-UCD Framework -- 3 Agile-UCD Framework to Develop E-Health Systems for Patient Education -- 4 Discussion and Lesson Learned -- 5 Conclusion -- References -- Enhancing Epilepsy Diagnosis with Deep Learning and Multi-channel Processing of EEG Signals -- 1 Introduction -- 2 Related Work -- 2.1 EEG -- 2.2 Dataset -- 2.3 CyTex -- 2.4 RNN -- 3 Experimental Methodology -- 3.1 Preprocessing -- 3.2 Experiment -- 4 Results and Discussion -- 5 Conclusion -- References -- Accelerating Tsunami Computation on a GPU Using OpenMP Offloading -- 1 Introduction -- 1.1 Model Background -- 1.2 GPU Acceleration -- 1.3 The Main Contributions of This Article -- 1.4 Related Study -- 2 Mathematical Modelling -- 2.1 Finite Element Method Modelling -- 3 High Performance Computing -- 3.1 MPI+OpenMP -- 3.2 Accelerators -- 3.3 Programmability -- 4 Testing Platform -- 5 OpenMP Offloading -- 6 Implementaion -- 7 Results -- 8 Discussion -- 9 Conclustions and Futurework -- References -- Design and Evaluation on Cipher Algorithm for Secure Layer -- 1 Introduction -- 2 Related Works -- 2.1 What is an SSL Cipher Suite -- 2.2 ECC and Agent Concept Model -- 2.3 Reference Architecture for Cipher Secure Systems -- 2.4 Cipher Algorithm Frameworks. , 2.5 SET (Secure Electronic Transaction) Protocol -- 3 Design and Evaluation Framework Cipher Algorithm for Secure Layer -- 3.1 The Interactions of Component for Framework Cipher Algorithm -- 3.2 The Agent Type of DEF Cipher -- 3.3 ECSSL Protocol -- 3.4 ThreeB(Block Byte Bit Cipher) -- 3.5 Design Process for Cipher Security Algorithm -- 3.6 Cipher Algorithm Specifications -- 4 Evaluation for Frameworks Cipher Algorithm -- 4.1 Evaluated Components -- 4.2 Exchanging Results of Design and Evaluation Framework Cipher Algorithm for Secure Layer -- 5 Conclusions and Future Works -- References -- Author Index.

Additional Edition: ISBN 3-031-57036-7

Language: English

UID:

Format: vi, 202 Seiten : , Illustrationen, Diagramme (überwiegend farbig).

ISBN: 978-3-031-57036-0

Series Statement: Studies in computational intelligence volume 1156

Note: Die Volumezählung 16 ist weder der Konferenzserie noch einer anderen Reihe zuzuordnen. - Ermittelt: enthält Beiträge der "23rd ACIS/IEEE International Conference on Computer and Information Science"

Additional Edition: Erscheint auch als Online-Ausgabe ISBN 978-3-031-57037-7

Former: Vorangegangen ist Computer and information science

Language: English

Subjects: Computer Science

Keywords: Konferenzschrift

UID:

Format: VI, 202 p. 116 illus., 76 illus. in color. , online resource.

Edition: 1st ed. 2024.

ISBN: 9783031570377

Series Statement: Studies in Computational Intelligence, 1156

Content: This book reports state-of-the-art results in Computer Information Science and Engineering in both printed and electronic form. Studies in Computation Intelligence (SCI) has grown into the most comprehensive computational intelligence research forum available in the world.

Note: Impact of Healthy Eating Among Residents in Aberdeen using Exploratory Data Analysis -- Non-aligned RGBT Tracking via Joint Temporal-iterated Homography Estimation and Multimodal Transformer Fusion -- Software Approaches for Designing Electric Transformers -- On the Generation of Distinct Gray Codes for Load-balancing in Hypercubes -- Using Key Point Detection to Extracte Three Dimensional Phenotypes of Corn -- ZPF-DLSTM: An Efficient Deep Network with Low Time latency.

In: Springer Nature eBook

Additional Edition: Printed edition: ISBN 9783031570360

Additional Edition: Printed edition: ISBN 9783031570384

Additional Edition: Printed edition: ISBN 9783031570391

Language: English

DOI: 10.1007/978-3-031-57037-7

URL: https://doi.org/10.1007/978-3-031-57037-7