Note: Intro -- Preface -- Conference Organization -- Conference Founders -- Honorary Chairs -- Advisory Committee -- General Chairs -- Program Chairs -- Invited Session Chairs -- Publication Chairs -- Electronic Media Chairs -- Finance Chair -- Program Committee Members -- Contents -- Health Informatics, Intelligent Data Hiding, and Deep Learning for Information Hiding -- An Improved High-Capacity ECG Steganography with Smart Offset Coefficients -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Bit Embedding -- 3.2 Bit Extraction -- 3.3 Alterative High-Perceived Quality Approach -- 4 Experimental Results -- 5 Conclusion -- References -- Preview-Versioned Essential Secret Image Sharing -- Abstract -- 1 Introduction -- 2 The Proposed Method -- 3 Experimental Results and Comparisons -- 4 Conclusions -- References -- Visual Cryptography with QR-Code Transparencies -- Abstract -- 1 Introduction -- 2 The Proposed Method -- 3 Experimental Results -- 4 Conclusions -- References -- Solving the Multiple Charging Vehicles Scheduling Problem for Wireless Rechargeable Sensor Networks Using Cuckoo Search Approach -- Abstract -- 1 Introduction -- 2 Related Works -- 3 The Proposed Method -- 3.1 Objective Function -- 3.2 Nest Representation -- 3.3 K-center Grouping -- 4 Experimental Results and Comparisons -- 5 Conclusions -- References -- An Image Steganography Algorithm Based on Pixel Block Difference and Variable Modulus Function -- Abstract -- 1 Introduction -- 2 A Steganography Algorithm Based on PBVD -- 3 Analysis and Discussion of Algorithm Examples -- 4 Experiments and Analysis -- 4.1 Algorithm Embedded Capacity -- 4.2 Secret Digital Image Quality -- 5 Conclusion -- Acknowledgements -- References -- Attack Pattern Mining Algorithm Based on Fuzzy Clustering and Sequence Pattern from Security Log -- Abstract -- 1 Introduction. , 2 Attack Pattern Mining Algorithm Based on Fuzzy Clustering -- 2.1 Generating Security Log Sequence Set -- 2.2 Frequent Sequence Mining from Sequence Set -- 3 Experiment and Analysis -- 3.1 Experiment Result -- 3.2 Result Analysis -- 4 Conclusion -- Acknowledgements -- References -- Recent Advances in Information Hiding and Signal Processing for Audio and Speech Signals -- An Interrogation Speech Manipulation Detection Method Using Speech Fingerprinting and Watermarking -- Abstract -- 1 Introduction -- 2 An Interrogation Speech Manipulation Detection Method Using Speech Fingerprinting -- 3 Manipulation Detection Accuracy Evaluations -- 4 Simulation of Noise and Reverberation -- 5 Conclusion -- Acknowledgments -- References -- Digital Audio Watermarking Method Based on Singular Spectrum Analysis with Automatic Parameter Estimation Using a Convolutional Neural Network -- 1 Introduction -- 2 Previously Proposed Framework -- 2.1 Embedding Process and Extraction Process -- 2.2 Differential Evolution -- 3 Proposed Framework -- 3.1 CNN-Based Parameter Estimation -- 3.2 Extraction Process -- 4 Evaluations -- 4.1 Parameter Estimation Accuracy -- 4.2 Robustness Evaluation -- 4.3 Sound Quality Evaluation -- 5 Discussion -- 6 Conclusion -- References -- Muting Machine Speech Using Audio Watermarking -- 1 Introduction -- 2 Proposed Method -- 2.1 Overview -- 2.2 Embedding the Watermark -- 3 Experiment -- 3.1 Experimental Setup -- 3.2 Results -- 4 Conclusion -- References -- Leveraging a Small Corpus by Different Frame Shifts for Training of a Speech Recognizer -- 1 Introduction -- 2 Frame-Based Speech Analysis and Recognition -- 3 Compensation of Contingency of Window Position -- 3.1 Effect of Window Position Difference -- 3.2 Compensation of the Window Position Mismatch -- 3.3 Experiment -- 4 Longer Window and Frame Shift -- 4.1 The Merit of Longer Frame Shift. , 4.2 Experimental Conditions -- 4.3 Results -- 5 Conclusion -- References -- Advances in Speech and Language Processing -- Evaluation of English Speech Recognition for Japanese Learners Using DNN-Based Acoustic Models -- Abstract -- 1 Introduction -- 2 CALL Systems and Recognition of Non-native Speech -- 3 DNN-Based Acoustic Modeling of Non-native Speech -- 4 Experiments with ERJ Database -- 4.1 Data Preparation in ERJ Database -- 4.2 Language Modeling -- 4.3 Results of Monophone and Triphone Training -- 4.4 Results of DNN Training -- 4.5 Relationship Between Proficiency and WER -- 5 Conclusions -- Acknowledgements -- References -- A Study on a Spoken Dialogue System with Cooperative Emotional Speech Synthesis Using Acoustic and Linguistic Information -- 1 Introduction -- 2 Dialogue System with the Cooperative Emotion Labeling -- 2.1 Overview of the Proposed Dialogue System -- 2.2 Emotion Labeling Based on the Linguistic Information -- 2.3 Emotion Labeling Based on the Acoustic Information -- 3 Dialog Experiment Based on the Scenarios for the Subjective Evaluation -- 3.1 Scenarios Prepared for the Experiment -- 3.2 Experimental Procedure and Conditions -- 3.3 Experimental Result and Discussion -- 4 Conclusion -- References -- Comparison of Speech Recognition Performance Between Kaldi and Google Cloud Speech API -- 1 Introduction -- 2 Speech Recognition Systems -- 2.1 Kaldi -- 2.2 Google Cloud Speech API -- 3 Experimental Conditions -- 3.1 Speech Recognition Model of Kaldi -- 3.2 Evaluation Data -- 4 Preprocessing of Recognition Results -- 5 Results -- 5.1 WER -- 5.2 RTF -- 6 Conclusion -- References -- Melody Completion Based on Convolutional Neural Networks and Generative Adversarial Learning -- 1 Introduction -- 2 Representation of Melody and Chord -- 2.1 Melody Representation -- 2.2 Chord -- 2.3 Dataset -- 3 Melody Completion Network. , 3.1 Architecture -- 3.2 Training -- 4 Experiment -- 4.1 Experimental Condition -- 4.2 Results -- 5 Conclusion -- References -- Segmental Pitch Control Using Speech Input Based on Differential Contexts and Features for Customizable Neural Speech Synthesis -- 1 Introduction -- 1.1 F0 Modeling with Differential F0 Contexts and Features in Neural Speech Synthesis -- 2 Segmental Pitch Control of Synthetic Speech Using User Input -- 3 Experiments -- 3.1 Experimental Conditions -- 3.2 Pitch Control Under Ideal Condition -- 3.3 Pitch Control Using User Speech Input -- 4 Conclusions -- References -- Two-Stage Sequence-to-Sequence Neural Voice Conversion with Low-to-High Definition Spectrogram Mapping -- 1 Introduction -- 2 Two-Stage Voice Conversion with U-Net and Pix2pix -- 2.1 Framework Overview -- 2.2 First-Stage: Segmental Feature Conversion with U-Net -- 2.3 Second-Stage: Low-to-High Spectrogram Mapping with Pix2pix -- 3 Experiments -- 3.1 Experimental Conditions -- 3.2 Objective Evaluation -- 3.3 Subjective Evaluation -- 4 Conclusions -- References -- Improvement of Accent Sandhi Rules Based on Japanese Accent Dictionaries -- Abstract -- 1 Introduction -- 2 Japanese Accent Sandhi Rules -- 2.1 Japanese Accent and Accent Sandhi -- 2.2 Conventional Accent Sandhi Rules -- 3 Improvement of Rules Based on Japanese Accent Dictionaries -- 3.1 Modifications of Conventional Rules -- 3.2 Addition of New Rules -- 4 Accent Estimation Experiment -- 5 Conclusion -- References -- Data Collection and Analysis for Automatically Generating Record of Human Behaviors by Environmental Sound Recognition -- Abstract -- 1 Introduction -- 2 Collection of the Environmental Sound -- 3 Classification of Behavioral Classes Based on Environmental Sound Around Wearer -- 3.1 Conditions of Recognition Experiment -- 3.2 Training of the Classifier. , 3.3 Influence of Window Size of Acoustic Feature -- 4 Analysis of Acoustic Similarity Between the Target Classes -- 4.1 Conditions of Analysis -- 4.2 Result of Analysis -- 5 Conclusion -- References -- DNN-Based Talking Movie Generation with Face Direction Consideration -- 1 Introduction -- 2 Parametric Face Animation Synthesis Based on DNN -- 2.1 Analysis and Synthesis of a Face Image Using AAM -- 2.2 Modeling and Generation of the AAM Parameters Using DNN -- 2.3 Generation of a Face Image Considering the Face Direction -- 3 Experiments -- 3.1 Experimental Conditions -- 3.2 Result -- 4 Conclusion -- References -- Emerging Trends in Multimedia Systems and Multimedia System with Intelligent Computing -- A P2P Multimedia Service System Based on Mesh-Chords -- Abstract -- 1 Introduction -- 2 System Design and Implementation -- 2.1 Architecture of P2P Multimedia Service System -- 2.2 Identical Hash Mapping -- 2.3 Mesh-Chords -- 2.4 Initialization of Mesh-Chords -- 3 Mesh-Chords Routing Algorithm -- 4 Experiment and Evaluation -- 5 Conclusions -- References -- Denoising of ECG Signal with Power Line and EMG Interference Based on Ensemble Empirical Mode Decomposition -- Abstract -- 1 Introduction -- 2 Method -- 2.1 ECG Signal -- 2.2 EMD Algorithm -- 2.3 EEMD Algorithm -- 2.4 Grey System Noise Estimation Method -- 2.5 ECG Noise Cancellation Process -- 2.6 Performance Indicator -- 3 Results -- 4 Conclusions -- Acknowledgment -- References -- Using the Photoplethysmography Technique to Improve the Accuracy of LVET Measurement in the ICG Technique -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Hardware Architecture -- 2.2 Signal Capture -- 2.3 ICG Calculation Formula -- 2.4 Experimental Steps -- 3 Results and Discussions -- 4 Conclusions -- Acknowledgment -- References -- Network Anomaly Detection Based on Artificial Intelligence -- Abstract. , 1 Introduction.

Note: Intro -- Preface -- Conference Organization -- Conference Founders -- Honorary Chairs -- Advisory Committee -- General Chairs -- Program Chairs -- Invited Session Chairs -- Publication Chairs -- Electronic Media Chairs -- Finance Chair -- Program Committee Members -- Contents -- Emerging Techniques and Its Applications in Computer Science -- A Hybrid NSGA-II for Matching Biomedical Ontology -- 1 Introduction -- 2 Preliminaries -- 2.1 Ontology Matching Problem -- 2.2 Biomedical Concept Similarity Measure -- 3 Local Search in NSGA-II -- 4 Experimental Results -- 4.1 Results and Analysis -- 5 Conclusion -- References -- Multi-attributes Graph Algorithm for Association Rules Mining Over Energy Internet -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Attributes Definitions -- 4 Power Attribute Graph -- 4.1 Graph Definitions -- 4.2 Mapm Algorithm -- 5 Experimental Results -- 6 Conclusion -- Acknowledgments -- References -- Real-Time Electricity Pricing Trend Forecasting Based on Multi-density Clustering and Sequence Pattern Mining -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Self-adaptive Multi-density Prediction Algorithm -- 3.1 Motivation -- 3.2 Multi-density Clustering -- 3.3 Dynamic Prediction -- 4 Experiments -- 5 Clustering Results -- 5.1 Clustering Efficiency -- 5.2 Prediction Accuracy -- 6 Conclusion -- Acknowledgments -- References -- TDT_CC: A Hot Topic Detection and Tracking Algorithm Based on Chain of Causes -- Abstract -- 1 Introduction -- 2 TDT_CC Algorithm for Trend Detection -- 2.1 Symbols and Definitions -- 2.2 TDT_CC Algorithm Detail -- 2.3 Pseudocode -- 3 Experiment -- 4 Conclusion -- Acknowledgments -- References -- A New Approximation Algorithm for the d-dimensional Knapsack Problem Based on Hopfield Networks -- 1 Introduction -- 2 Preliminaries -- 2.1 Hopfield Neural Network -- 2.2 Multi-dimensional Knapsack Problems. , 3 Our Main Approximation Algorithm for d-KP -- 4 Experiments -- 5 Conclusion -- References -- A Method of Cancellation Interference in CCFD System -- Abstract -- 1 Introduction -- 2 Digital Self-interference Cancellation Overall Scheme -- 3 SI Channel Estimation -- 4 Adaptive Filter Cancellation -- 5 Simulation Results and Analysis -- 6 Conclusion -- References -- Power Optimization Method of Magnetic Coupling Resonant Wireless Energy Transmission System -- Abstract -- 1 Introduction -- 2 The Magnetic Coupling Resonant Wireless Power Transmission System with the Relay Coil -- 3 Theoretical Analysis and Design of Power Optimization Method for Wireless Energy Transmission System -- 3.1 Construction of ICPT System Under Critical Coupling State -- 3.2 Study on the Method of Suppressing Frequency Splitting -- 4 Theoretical Analysis and Design of Power Optimization Method for Wireless Energy Transmission System -- 5 Conclusion -- Acknowledgments -- References -- PSO-AFSA Global Maximum Power Point Tracking Algorithm with Adaptive Evolutionary Strategy for PV System -- Abstract -- 1 Introduction -- 2 Modeling of PV Array -- 3 GMPPT Algorithm Based on PSO-AFSA -- 4 PSO-AFSA Based on Adaptive Evolutionary Strategy and Its Application in GMPPT of PV System -- 4.1 Adaptive Evolutionary Strategy -- 4.2 PSO-AFSA Based on Adaptive Evolutionary Strategy and Its Application to GMPPT -- 5 Simulation Result of AESPSO-AFSA GMPPT Algorithm -- 6 Conclusion -- Acknowledgments -- References -- The Design of RFID Localization System for Library Books -- Abstract -- 1 Introduction -- 2 The Principle of RFID Technology -- 3 Hardware Design for Book Localization System -- 3.1 CC2530 Module -- 3.2 GPRS Wireless Communication Module -- 3.3 Power Supply Module -- 3.4 USB Module -- 4 System Software Design -- 4.1 Work Flow of Sensor Node. , 4.2 Design of Software for Master Control Center -- 5 Conclusion -- Acknowledgments -- References -- The Design and Implementation of Automatic Detection and Control Equipment with Unattended Truck Scales -- Abstract -- 1 Introduction -- 2 The Hardware Structure Diagram of the Circuit -- 2.1 MCU C8051F020 Peripheral Circuit -- 2.2 Ground Sense Coil Detection Circuit -- 2.3 Infrared Correlation Detection Circuit -- 2.4 The Traffic Lights and Brake Control Circuit -- 2.5 Alarm Output Circuit -- 2.6 Weighing Sensor and the RFID Card Reader Interface Circuit -- 3 The Equipment Working Process -- 4 Conclusion -- References -- An Interactive Appliances' Intelligent Control Method Based on Time-Sharing Electricity Price -- Abstract -- 1 Introduction -- 2 Forecast the Users' Load in Each Period -- 2.1 Classification of Users' Home Appliances -- 2.2 Determine the Characteristics of Users' Home Appliances Habits -- 2.3 To Predict User-Base Load Requirements for the Corresponding Period -- 3 Determine the Model of the Running Status of Each Home Appliance -- 4 Electrical Appliances Intelligent Control Method -- 5 Conclusions -- References -- Modification Algorithm to Node Localization Error for Wireless Sensor Networks -- Abstract -- 1 Introduction -- 2 Three-Dimensional RSSI Localization Algorithm -- 3 Modification Approach to Node Localization for Wireless Sensor Networks Based on RSSI -- 3.1 The Parameters Correction Process of Signal Path Model -- 3.2 A Modified Differential Correction Algorithm -- 3.3 MRSSI-3D Algorithm -- 4 Experimental Simulation Analysis -- 5 Conclusion -- Acknowledgments -- References -- A Real-Time Missing Data Recovery Method Using Recurrent Neural Network for Multiple Transmissions -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Raw Data -- 2.2 Motion Information -- 2.3 Architecture of the Real-Time Data Recovery Method. , 2.4 Predictive Model -- 2.5 Predictive Model Evaluation -- 3 Results and Discussion -- 3.1 LSTM and GRU -- 3.2 Activation Function -- 3.3 Hidden Layers and Hidden Units -- 3.4 Data Set -- 3.5 Size of Data Gap -- 4 Conclusion -- References -- The Extraction and Application of the Color Texture Feature Based on Quaternion Gabor -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 Quaternion -- 3 Quaternion Gabor Filter -- 3.1 Quaternion Gabor Convolution Algorithm -- 3.2 The Method of Feature Extraction -- 4 Analysis of Results -- 4.1 Extracting Texture Features in Different Types of Texture -- 4.2 Image Enhancement by Self-Adaptive Enhancement Transform -- 5 Conclusions -- References -- Analysis and Detection of Android App Privilege Escalation Vulnerability Based on Machine Learning -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Feature Selection -- 3.1 Android Privilege Escalation Model -- 3.2 Feature Selection -- 4 Machine Learning System -- 4.1 Feature Extraction Module -- 4.2 Feature Preprocessing Module -- 4.3 Training Module -- 5 Experiment and Evaluation -- 5.1 Experiment Setup -- 5.2 Experiment Result -- 6 Summary -- Acknowledgements -- References -- A Watermarking Method for Printed QR Code Based on Module Expansion -- 1 Introduction -- 2 The Proposed Method -- 2.1 Embedding -- 2.2 Extraction -- 3 Experiments and Results -- 3.1 Capacity -- 3.2 Efficiency -- 3.3 Robustness -- 4 Conclusion and Future Works -- References -- Research on Optimal Combination of Secondary Hybrid Encryption Algorithm Based on K-Means Clustering Algorithm -- Abstract -- 1 Introduction -- 2 A Brief Introduction of Hybrid Encryption Algorithm -- 2.1 Symmetrical Encryption Algorithm and Asymmetrical Encryption Algorithm -- 2.2 Key Hybrid Encryption Algorithm -- 2.3 Secondary Hybrid Encryption -- 3 Selection of Algorithm Combinations. , 3.1 The Judgment of Sensitivity of the Plaintext and the Security Level -- 3.2 Selection of Algorithm Combinations -- 4 Conclusion -- References -- Construct Left Ventricular Hypertrophy Prediction Model Based on Random Forest -- 1 Introduction -- 2 Related Works -- 2.1 The Random Forest Algorithm -- 2.2 The Definition of the Electrocardiogram and Left Ventricular Hypertrophy -- 2.3 Related Application in ECG and Cardiovascular Disease -- 3 Methods -- 3.1 Experimental Material -- 3.2 Data-Preprocessing -- 3.3 Model Performance Evaluation -- 4 Results and Discussion -- 4.1 The Result of Random Forest Models -- 5 Conclusion -- References -- The Bayesian Causal Inference in Multisensory Information Processing: A Narrative Review -- Abstract -- 1 Introduction -- 2 Bayesian Causal Inference in Multisensory Information Processing -- 3 Multisensory Information Processing Process Based on Bayesian Causal Inference -- 3.1 Probability Calculation -- 3.2 Results Evaluation -- 3.3 Decision Making -- 3.3.1 Model Averaging -- 3.3.2 Model Selection -- 3.3.3 Probability Matching -- 4 The Factors Affecting the Bayesian Causal Inference -- 4.1 Time and Space Relationship -- 4.2 Information Reliability -- 4.3 Prior Knowledge -- 5 Summary -- References -- The Neural Mechanism of Audiovisual Integration Modulated by Attention: A DCM Study -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 2.1 Participants -- 2.2 Experimental Design -- 2.3 Acquisition of fMRI Data -- 2.4 fMRI Data Analysis -- 3 Effective Brain Networks -- 3.1 Dynamic Causal Modeling -- 3.2 Bayesian Model Comparison -- 4 Results -- 5 Discussion -- 5.1 The Audiovisual Interaction Between Primary Sensory Cortices -- 5.2 The Audiovisual Interaction Between Primary Sensory Cortex and Multisensory Integration Area -- 6 Conclusion -- References. , On the Security of a Three Factor Remote User Authentication Scheme Using Fuzzy Extractor.