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Advances in Intelligent Networking and Collaborative Systems : The 13th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2021)
| Advances in Intelligent Networking and Collaborative Systems : The 13th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2021) |
| Autore | Barolli Leonard |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2021 |
| Descrizione fisica | 1 online resource (351 pages) |
| Altri autori (Persone) |
ChenHsing-Chung
MiwaHiroyoshi |
| Collana | Lecture Notes in Networks and Systems Ser. |
| Soggetto genere / forma | Electronic books. |
| ISBN | 3-030-84910-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Welcome Message from the INCoS-2021 Organizing Committee -- INCoS-2021 Organizing Committee -- Honorary Chairs -- General Co-chairs -- Programme Co-chairs -- International Advisory Committee -- International Liaison Co-chairs -- Award Co-chairs -- Web Administrator Co-chairs -- Local Arrangement Co-chairs -- Finance Chair -- Steering Committee Chair -- Track Areas and PC Members -- Track 1: Data Mining, Machine Learning and Collective Intelligence -- Track Co-chairs -- TPC Members -- Track 2: Intelligent Systems and Knowledge Management -- Track Co-chairs -- TPC Members -- Track 3: Wireless and Sensor Systems for Intelligent Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- Track 4: Service-Based Systems -- Track Co-chairs -- TPC Members -- Track 5: Networking Security and Privacy -- Track Co-chairs -- TPC Members -- Track 6: Big Data Analytics for Learning, Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- Track 7: Cloud Computing: Services, Storage, Security and Privacy -- Track Co-chairs -- TPC Members -- Track 8: Social Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- Track 9: Intelligent and Collaborative Systems for e-Health -- Track Co-chairs -- TPC Members -- Track 10: Big Data Analytics for Learning, Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- INCoS-2021 Reviewers -- INCoS-2021 Keynotes -- Big Data Management for Data Streams -- Convergence of Broadcast and Broadband in 5G Era -- Contents -- Performance Comparison of CM and LDVM Router Replacement Methods for WMNs by WMN-PSOSA-DGA Hybrid Simulation System Considering Stadium Distribution of Mesh Clients -- 1 Introduction -- 2 Proposed and Implemented Simulation System -- 2.1 Velocities and Positions of Particles -- 2.2 Routers Replacement Methods -- 2.3 DGA Operations.
2.4 Fitness and Migration Functions -- 2.5 Particle-Pattern and Gene Coding -- 3 Simulation Results -- 4 Conclusions -- References -- Effects of Augmented Reality Markers for Networked Robot Navigation -- 1 Introduction -- 2 Welfare Robot Navigation System -- 3 Experiments on Planar AR Markers -- 3.1 Geometrical Measurement -- 3.2 Identification Accuracy in Terms of Markers' Feature Points -- 4 Conclusion -- References -- Algorithm Based on Local Search Method for Examination Proctors Assignment Problem Considering Various Constraints -- 1 Introduction -- 2 Previous Research -- 3 Examination Proctors Assignment Problem -- 4 Local Search Algorithm -- 5 Performance Evaluation -- 6 Conclusion -- References -- Bio-inspired VM Introspection for Securing Collaboration Platforms -- 1 Introduction -- 2 Security and Privacy in Collaboration Platforms -- 3 Artificial Immune System Based Intrusion Detection -- 3.1 Negative Selection Algorithm -- 4 Proposed Security Approach -- 5 Experimental Evaluation -- 6 Conclusions -- References -- Artificial Intelligence-Based Early Prediction Techniques in Agri-Tech Domain -- 1 Introduction -- 2 Research Objectives -- 3 A Case of Study: Early Warning Prediction of Mastitis -- 4 Conclusions -- References -- Automatic Measurement of Acquisition for COVID-19 Related Information -- 1 Introduction -- 2 CORD-19 -- 3 CORD-19 Applications -- 4 NLP Pipeline in Python -- 5 Conclusions -- References -- Algorithms for Mastering Board Game Nanahoshi Considering Deep Neural Networks -- 1 Introduction -- 2 Previous Research -- 3 Game AI for Nanahoshi Using Game Tree Search -- 3.1 Game Tree Search -- 3.2 Monte Carlo Tree Search -- 4 Game Tree Search Using Deep Learning -- 4.1 Basic Idea of Game Tree Search Using Deep Learning -- 4.2 Monte Carlo Tree Search Using Deep Learning -- 5 Performance Evaluation -- 6 Conclusion -- References. Revealing COVID-19 Data by Data Mining and Visualization -- 1 Introduction -- 2 Related Works -- 3 Our Data Science Solution -- 3.1 Data Collection -- 3.2 Data Preprocessing -- 3.3 Data Mining and Visualization -- 4 Evaluation -- 5 Conclusions -- References -- An Approach to Enhance Academic Ranking Prediction with Augmented Social Perception Data -- 1 Introduction -- 2 Related Work -- 3 Data and Methodology -- 3.1 Data Collection -- 3.2 Data Preparation -- 4 Results -- 4.1 Exploratory Data Analysis -- 4.2 Correlation Analysis -- 4.3 Predictive Model -- 5 Discussion -- 6 Conclusion -- References -- A Fuzzy-Based System for User Service Level Agreement in 5G Wireless Networks -- 1 Introduction -- 2 Software-Defined Networks (SDNs) -- 3 Outline of Fuzzy Logic -- 3.1 Linguistic Variables -- 3.2 Fuzzy Control Rules -- 3.3 Defuzzificaion Method -- 4 Proposed Fuzzy-Based System -- 5 Simulation Results -- 6 Conclusions and Future Work -- References -- Cognitive Approach for Creation of Visual Security Codes -- 1 Introduction -- 2 Cognitive Solutions in Security Technologies -- 3 An Idea of Visual Security Codes -- 4 Conclusions -- References -- Transformative Computing Based on Advanced Human Cognitive Processes -- 1 Introduction -- 2 Advanced Human Cognitive Processes in Data Interpretation -- 3 New Transformative Computing Value Based on Cognitive Processes -- 4 Conclusions -- References -- Topology as a Factor in Overlay Networks Designed to Support Dynamic Systems Modeling -- 1 Introduction -- 2 Overlay Network -- 3 Network Topologies and Graph Models of Networks -- 4 What Constitutes a Good Overlay Network Topology? -- 4.1 Hypercube -- 4.2 Toroidal Grid Graph -- 4.3 Kautz Graph -- 5 Example of an Overlay Topology to Support a Mobile Application -- 6 Work in Progress -- 7 Conclusion -- References. A Genetic Algorithm for Parallel Unmanned Aerial Vehicle Scheduling: A Cost Minimization Approach -- 1 Introduction -- 2 Problem Formulation -- 2.1 Notation -- 3 Methodology -- 3.1 Genetic Algorithm (GA) -- 3.2 Genetic Algorithm with Job Delay Mechanism -- 4 Result and Discussion -- 5 Conclusions and Future Research -- References -- A Movement Adjustment Method for DQN-Based Autonomous Aerial Vehicle -- 1 Introduction -- 2 DQN Based AAV Testbed -- 2.1 Quadrotor for AAV -- 2.2 DQN for AAV Mobility -- 3 Proposed Method -- 3.1 TLS-DQN -- 3.2 Movement Adjustment Method -- 4 Performance Evaluation -- 4.1 Simulation Results of TLS-DQN -- 4.2 Results of Movement Adjustment Method -- 5 Conclusions -- References -- A Self-learning Clustering Protocol in Wireless Sensor Networks for IoT Applications -- 1 Introduction -- 2 A Self-learning Clustering Protocol in WSN-IoT -- 2.1 Network Model -- 2.2 Energy Consumption Model -- 2.3 The Self-learning Clustering Protocol (SLCP) -- 3 Performance Evaluation -- 3.1 Simulation Environment -- 3.2 Simulation Results -- 4 Conclusions -- References -- The Effect of Agents' Diversities on the Running Time of the Random Walk-Based Rendezvous Search -- 1 Introduction -- 2 Random Walk on a Network -- 3 Random Walk-Based Rendezvous Search(RRS) -- 3.1 Overview -- 3.2 Procedure of a Random Walk Agent -- 3.3 Characteristics -- 4 Experiment -- 4.1 Procedures of Experiment -- 4.2 The Effect of Agents' Diversity About Starting Times on the Running Time of RRS -- 4.3 The Effect of the Difference of Agents' Stochastic Rules for Selecting Adjacent Nodes on the Running Time -- 4.4 The Effect of the Agents' Diversity About Frequencies of Moving Agents on the Running Time -- 5 Conclusion and Future Work -- References. A Study on Designing Autonomous Decentralized Method of User-Aware Resource Assignment in Large-Scale and Wide-Area Networks -- 1 Introduction -- 2 System Model -- 3 Design -- 3.1 Formularization of Assignment Problem and Its Stochastic Solution -- 3.2 Autonomous Action of Entities -- 3.3 Macroscopic Characteristics and Solving Multi-objective Problem -- 4 Experiment -- 4.1 Setting -- 4.2 Comparison -- 4.3 Result -- 5 Conclusion and Future Work -- References -- Social Media Data Misuse -- 1 Introduction -- 2 Social Media Data Misuse -- 3 Facebook Data Misuse -- 4 Twitter Data Misuse -- 5 Instagram Data Misuse -- 6 LinkedIn Data Misuse -- 7 Approaches to Restrict Social Media Data Misuse -- 8 Conclusion -- References -- Deep Learning Approaches to Detect Real Time Events Recognition in Smart Manufacturing Systems - A Short Survey -- 1 Introduction -- 1.1 The Advantages of a Data Driven Industry 4.0 -- 2 Deep Learning for Real Time Events Recognition -- 3 Conclusions -- References -- A Comparison Study of CM and RIWM Router Replacement Methods for WMNs Considering Boulevard Distribution of Mesh Clients -- 1 Introduction -- 2 Proposed and Implemented Simulation System -- 2.1 Particle Swarm Optimization -- 2.2 Distributed Genetic Algorithm -- 2.3 WMN-PSODGA Hybrid Simulation System -- 3 Simulation Results -- 4 Conclusions -- References -- Consideration of Presentation Timing in Bicycle Navigation Using Smart Glasses -- 1 Introduction -- 2 Smart Glasses -- 3 Presentation Timing Evaluation Experiment -- 3.1 Experiment Purpose -- 3.2 Experiment Environment -- 3.3 Experiment Conditions -- 3.4 Experiment Procedure -- 3.5 Experiment Results -- 3.6 Consideration -- 4 Conclusion -- References -- Graph Convolution Network for Urban Mobile Traffic Prediction -- 1 Introduction -- 2 Problem Formulation -- 3 Traffic Prediction Algorithm -- 4 Performance Evaluation. 5 Conclusion. |
| Altri titoli varianti | Advances in Intelligent Networking and Collaborative Systems |
| Record Nr. | UNINA-9910497081903321 |
Barolli Leonard
|
||
| Cham : , : Springer International Publishing AG, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in intelligent networking and collaborative systems : the 13th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2021), Taichung, Taiwan, 1-3 September 2021 / / editors, Leonard Barolli, Hsing-Chung Chen, Hiroyoshi Miwa
| Advances in intelligent networking and collaborative systems : the 13th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2021), Taichung, Taiwan, 1-3 September 2021 / / editors, Leonard Barolli, Hsing-Chung Chen, Hiroyoshi Miwa |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (351 pages) : illustrations (chiefly color) |
| Disciplina | 004.6 |
| Collana | Lecture notes in networks and systems |
| Soggetto topico |
Cloud computing
Wireless communication systems Online social networks Computer networks |
| ISBN | 3-030-84910-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Welcome Message from the INCoS-2021 Organizing Committee -- INCoS-2021 Organizing Committee -- Honorary Chairs -- General Co-chairs -- Programme Co-chairs -- International Advisory Committee -- International Liaison Co-chairs -- Award Co-chairs -- Web Administrator Co-chairs -- Local Arrangement Co-chairs -- Finance Chair -- Steering Committee Chair -- Track Areas and PC Members -- Track 1: Data Mining, Machine Learning and Collective Intelligence -- Track Co-chairs -- TPC Members -- Track 2: Intelligent Systems and Knowledge Management -- Track Co-chairs -- TPC Members -- Track 3: Wireless and Sensor Systems for Intelligent Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- Track 4: Service-Based Systems -- Track Co-chairs -- TPC Members -- Track 5: Networking Security and Privacy -- Track Co-chairs -- TPC Members -- Track 6: Big Data Analytics for Learning, Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- Track 7: Cloud Computing: Services, Storage, Security and Privacy -- Track Co-chairs -- TPC Members -- Track 8: Social Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- Track 9: Intelligent and Collaborative Systems for e-Health -- Track Co-chairs -- TPC Members -- Track 10: Big Data Analytics for Learning, Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- INCoS-2021 Reviewers -- INCoS-2021 Keynotes -- Big Data Management for Data Streams -- Convergence of Broadcast and Broadband in 5G Era -- Contents -- Performance Comparison of CM and LDVM Router Replacement Methods for WMNs by WMN-PSOSA-DGA Hybrid Simulation System Considering Stadium Distribution of Mesh Clients -- 1 Introduction -- 2 Proposed and Implemented Simulation System -- 2.1 Velocities and Positions of Particles -- 2.2 Routers Replacement Methods -- 2.3 DGA Operations.
2.4 Fitness and Migration Functions -- 2.5 Particle-Pattern and Gene Coding -- 3 Simulation Results -- 4 Conclusions -- References -- Effects of Augmented Reality Markers for Networked Robot Navigation -- 1 Introduction -- 2 Welfare Robot Navigation System -- 3 Experiments on Planar AR Markers -- 3.1 Geometrical Measurement -- 3.2 Identification Accuracy in Terms of Markers' Feature Points -- 4 Conclusion -- References -- Algorithm Based on Local Search Method for Examination Proctors Assignment Problem Considering Various Constraints -- 1 Introduction -- 2 Previous Research -- 3 Examination Proctors Assignment Problem -- 4 Local Search Algorithm -- 5 Performance Evaluation -- 6 Conclusion -- References -- Bio-inspired VM Introspection for Securing Collaboration Platforms -- 1 Introduction -- 2 Security and Privacy in Collaboration Platforms -- 3 Artificial Immune System Based Intrusion Detection -- 3.1 Negative Selection Algorithm -- 4 Proposed Security Approach -- 5 Experimental Evaluation -- 6 Conclusions -- References -- Artificial Intelligence-Based Early Prediction Techniques in Agri-Tech Domain -- 1 Introduction -- 2 Research Objectives -- 3 A Case of Study: Early Warning Prediction of Mastitis -- 4 Conclusions -- References -- Automatic Measurement of Acquisition for COVID-19 Related Information -- 1 Introduction -- 2 CORD-19 -- 3 CORD-19 Applications -- 4 NLP Pipeline in Python -- 5 Conclusions -- References -- Algorithms for Mastering Board Game Nanahoshi Considering Deep Neural Networks -- 1 Introduction -- 2 Previous Research -- 3 Game AI for Nanahoshi Using Game Tree Search -- 3.1 Game Tree Search -- 3.2 Monte Carlo Tree Search -- 4 Game Tree Search Using Deep Learning -- 4.1 Basic Idea of Game Tree Search Using Deep Learning -- 4.2 Monte Carlo Tree Search Using Deep Learning -- 5 Performance Evaluation -- 6 Conclusion -- References. Revealing COVID-19 Data by Data Mining and Visualization -- 1 Introduction -- 2 Related Works -- 3 Our Data Science Solution -- 3.1 Data Collection -- 3.2 Data Preprocessing -- 3.3 Data Mining and Visualization -- 4 Evaluation -- 5 Conclusions -- References -- An Approach to Enhance Academic Ranking Prediction with Augmented Social Perception Data -- 1 Introduction -- 2 Related Work -- 3 Data and Methodology -- 3.1 Data Collection -- 3.2 Data Preparation -- 4 Results -- 4.1 Exploratory Data Analysis -- 4.2 Correlation Analysis -- 4.3 Predictive Model -- 5 Discussion -- 6 Conclusion -- References -- A Fuzzy-Based System for User Service Level Agreement in 5G Wireless Networks -- 1 Introduction -- 2 Software-Defined Networks (SDNs) -- 3 Outline of Fuzzy Logic -- 3.1 Linguistic Variables -- 3.2 Fuzzy Control Rules -- 3.3 Defuzzificaion Method -- 4 Proposed Fuzzy-Based System -- 5 Simulation Results -- 6 Conclusions and Future Work -- References -- Cognitive Approach for Creation of Visual Security Codes -- 1 Introduction -- 2 Cognitive Solutions in Security Technologies -- 3 An Idea of Visual Security Codes -- 4 Conclusions -- References -- Transformative Computing Based on Advanced Human Cognitive Processes -- 1 Introduction -- 2 Advanced Human Cognitive Processes in Data Interpretation -- 3 New Transformative Computing Value Based on Cognitive Processes -- 4 Conclusions -- References -- Topology as a Factor in Overlay Networks Designed to Support Dynamic Systems Modeling -- 1 Introduction -- 2 Overlay Network -- 3 Network Topologies and Graph Models of Networks -- 4 What Constitutes a Good Overlay Network Topology? -- 4.1 Hypercube -- 4.2 Toroidal Grid Graph -- 4.3 Kautz Graph -- 5 Example of an Overlay Topology to Support a Mobile Application -- 6 Work in Progress -- 7 Conclusion -- References. A Genetic Algorithm for Parallel Unmanned Aerial Vehicle Scheduling: A Cost Minimization Approach -- 1 Introduction -- 2 Problem Formulation -- 2.1 Notation -- 3 Methodology -- 3.1 Genetic Algorithm (GA) -- 3.2 Genetic Algorithm with Job Delay Mechanism -- 4 Result and Discussion -- 5 Conclusions and Future Research -- References -- A Movement Adjustment Method for DQN-Based Autonomous Aerial Vehicle -- 1 Introduction -- 2 DQN Based AAV Testbed -- 2.1 Quadrotor for AAV -- 2.2 DQN for AAV Mobility -- 3 Proposed Method -- 3.1 TLS-DQN -- 3.2 Movement Adjustment Method -- 4 Performance Evaluation -- 4.1 Simulation Results of TLS-DQN -- 4.2 Results of Movement Adjustment Method -- 5 Conclusions -- References -- A Self-learning Clustering Protocol in Wireless Sensor Networks for IoT Applications -- 1 Introduction -- 2 A Self-learning Clustering Protocol in WSN-IoT -- 2.1 Network Model -- 2.2 Energy Consumption Model -- 2.3 The Self-learning Clustering Protocol (SLCP) -- 3 Performance Evaluation -- 3.1 Simulation Environment -- 3.2 Simulation Results -- 4 Conclusions -- References -- The Effect of Agents' Diversities on the Running Time of the Random Walk-Based Rendezvous Search -- 1 Introduction -- 2 Random Walk on a Network -- 3 Random Walk-Based Rendezvous Search(RRS) -- 3.1 Overview -- 3.2 Procedure of a Random Walk Agent -- 3.3 Characteristics -- 4 Experiment -- 4.1 Procedures of Experiment -- 4.2 The Effect of Agents' Diversity About Starting Times on the Running Time of RRS -- 4.3 The Effect of the Difference of Agents' Stochastic Rules for Selecting Adjacent Nodes on the Running Time -- 4.4 The Effect of the Agents' Diversity About Frequencies of Moving Agents on the Running Time -- 5 Conclusion and Future Work -- References. A Study on Designing Autonomous Decentralized Method of User-Aware Resource Assignment in Large-Scale and Wide-Area Networks -- 1 Introduction -- 2 System Model -- 3 Design -- 3.1 Formularization of Assignment Problem and Its Stochastic Solution -- 3.2 Autonomous Action of Entities -- 3.3 Macroscopic Characteristics and Solving Multi-objective Problem -- 4 Experiment -- 4.1 Setting -- 4.2 Comparison -- 4.3 Result -- 5 Conclusion and Future Work -- References -- Social Media Data Misuse -- 1 Introduction -- 2 Social Media Data Misuse -- 3 Facebook Data Misuse -- 4 Twitter Data Misuse -- 5 Instagram Data Misuse -- 6 LinkedIn Data Misuse -- 7 Approaches to Restrict Social Media Data Misuse -- 8 Conclusion -- References -- Deep Learning Approaches to Detect Real Time Events Recognition in Smart Manufacturing Systems - A Short Survey -- 1 Introduction -- 1.1 The Advantages of a Data Driven Industry 4.0 -- 2 Deep Learning for Real Time Events Recognition -- 3 Conclusions -- References -- A Comparison Study of CM and RIWM Router Replacement Methods for WMNs Considering Boulevard Distribution of Mesh Clients -- 1 Introduction -- 2 Proposed and Implemented Simulation System -- 2.1 Particle Swarm Optimization -- 2.2 Distributed Genetic Algorithm -- 2.3 WMN-PSODGA Hybrid Simulation System -- 3 Simulation Results -- 4 Conclusions -- References -- Consideration of Presentation Timing in Bicycle Navigation Using Smart Glasses -- 1 Introduction -- 2 Smart Glasses -- 3 Presentation Timing Evaluation Experiment -- 3.1 Experiment Purpose -- 3.2 Experiment Environment -- 3.3 Experiment Conditions -- 3.4 Experiment Procedure -- 3.5 Experiment Results -- 3.6 Consideration -- 4 Conclusion -- References -- Graph Convolution Network for Urban Mobile Traffic Prediction -- 1 Introduction -- 2 Problem Formulation -- 3 Traffic Prediction Algorithm -- 4 Performance Evaluation. 5 Conclusion. |
| Record Nr. | UNINA-9910523761903321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in intelligent networking and collaborative systems : the 14th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2022) / / Leonard Barolli, Hiroyoshi Miwa, editors
| Advances in intelligent networking and collaborative systems : the 14th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2022) / / Leonard Barolli, Hiroyoshi Miwa, editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (513 pages) |
| Disciplina | 004.6782 |
| Collana | Lecture notes in networks and systems |
| Soggetto topico |
Cloud computing
Computer networks Internet in education |
| ISBN | 3-031-14627-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Welcome Message from the INCoS-2022 Organizing Committee -- INCoS-2022 Organizing Committee -- Honorary Chair -- General Co-chairs -- Program Co-chairs -- International Advisory Committee -- International Liaison Co-chairs -- Award Co-chairs -- Web Administrator Co-chairs -- Local Arrangement Co-chair -- Finance Chair -- Steering Committee Chair -- Track Areas and PC Members -- Track 1: Data Mining, Machine Learning and Collective Intelligence -- Track Co-chairs -- TPC Members -- Track 2: Intelligent Systems and Knowledge Management -- Track Co-chairs -- TPC Members -- Track 3: Wireless and Sensor Systems for Intelligent Networking -- Track Co-chairs -- TPC Members -- Track 4: Service-based Systems -- Track Co-chairs -- TPC Members -- Track 5: Networking Security and Privacy -- Track Co-chairs -- TPC Members -- Track 6: E-Learning and Web-based Systems -- Track Co-chairs -- TPC Members -- Track 7: Cloud Computing: Services, Storage, Security and Privacy -- Track Co-chairs -- TPC Members -- Track 8: Social Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- Track 9: Intelligent and Collaborative Systems for e-Health -- Track Co-chairs -- TPC Members -- Track 10: Big Data Analytics for Networking and Collaborative Systems -- Track Co-chairs -- TPC Members -- INCoS-2022 Reviewers -- INCoS-2022 Keynote Talks -- Sec44 -- Fundamental Model of Online User Dynamics Based on a Causal Framework -- Big Data Analytics on COVID-19 Epidemiological Data -- Contents -- User's Emotion Profiling in Web Browsing Behavior -- 1 Introduction -- 2 Related Work -- 2.1 Emotion Analysis and Emotion Model -- 2.2 Web Browsing Behavior -- 3 Motivating Example -- 4 Proposed Method -- 4.1 Overview -- 4.2 Web Browsing Behavior -- 4.3 Emotion Profiling -- 4.4 Gap Calculation Function -- 5 Conclusion -- References.
A Comparison Study of FC-RDVM and LDVM Router Placement Methods for WMNs by WMN-PSOHC Simulation System Considering Different Instances -- 1 Introduction -- 2 Intelligent Algorithms -- 2.1 Particle Swarm Optimization -- 2.2 Hill Climbing -- 3 WMN-PSOHC Hybrid Simulation System and FC-RDVM -- 4 Simulation Results -- 5 Conclusions -- References -- Stochastic Computing-Based Baseband Processing for Resource Constraint IoT Devices -- 1 Introduction -- 2 Background on SC, FIR Filter and Synchronization -- 2.1 Stochastic Computing (SC) -- 2.2 Finite Impulse Response (FIR) Filter -- 2.3 Synchronization -- 3 Related Work -- 4 Proposed SC-based Designs -- 4.1 2-By-2 Fast FIR Algorithm (FFA2) -- 4.2 3-By-3 FFA FIR Filter Design (FFA3) -- 4.3 Propose SC-Based FIR and Synchronization Designs -- 5 Performance Evaluation -- 5.1 Comparative Numerical Analysis -- 5.2 Simulation -- 5.3 Gate Counts and Energy Consumptions -- 6 Conclusion -- References -- Comparative Road State Decision Making Results by Various Environmental Sensors on Public Winter Road -- 1 Introduction -- 2 Related Works -- 3 Wide Area Road States Information Platform -- 4 Previous Version of Road Sensor Unit (RSU-1) -- 5 New Version of Road Sensor Unit (RSU-2) -- 5.1 Prototype and Performance Evaluation -- 6 Conclusions -- References -- A Movement Adjustment Method for DQN-Based Autonomous Aerial Vehicle Mobility: Performance Evaluation of AAV Mobility Control Method in Corner Environment -- 1 Introduction -- 2 DQN Based AAV Testbed -- 2.1 Quadrotor for AAV -- 2.2 DQN for AAV Mobility -- 3 Proposed Method -- 3.1 LiDAR Based Mobile Area Decision Method -- 3.2 TLS-DQN -- 3.3 Movement Adjustment Method -- 4 Performance Evaluation -- 4.1 Results of LiDAR Based Decision Method -- 4.2 Simulation Results of TLS-DQN -- 4.3 Results of Movement Adjustment Method -- 5 Conclusions -- References. Personalized Security Solutions in Dispersed Computing -- 1 Introduction -- 2 Personalized Secret Sharing Techniques -- 3 DNA-Based Visual Steganography -- 4 Conclusions -- References -- Obstacle Detection Support System Using Monocular Camera -- 1 Introduction -- 2 Previous Research -- 3 Obstacle Detection Support System Using Monocular Camera -- 3.1 Proposed System and Method -- 3.2 Detection of Obstacles by Depth Map -- 3.3 Detection of Obstacles by Deep Learning -- 4 Performance Evaluation -- 4.1 Detection of Obstacles by Depth Map -- 4.2 Detection of Obstacles by Deep Learning -- 5 Conclusions -- References -- Chatbot at University, a Communication Tool to Increase Work Productivity -- 1 Chatbot, a Tool for Effective Communication -- 2 Chatbot Types -- 2.1 Knowledge Domain Access -- 2.2 Type of Service Provided -- 2.3 Goals -- 2.4 Method of Input Processing and Response Generation -- 2.5 Method of Development -- 3 CASE Study -- 3.1 Analysis of Input Conditions -- 3.2 Time and Financial Analysis of the Selected Process (Question - Answer) -- 4 Conclusion -- References -- CoPoi: A Collaborative Framework to Optimize the Approach Towards Points of Interest -- 1 Introduction -- 2 Related Works -- 3 The Collaborative Framework -- 3.1 Dataset Generation -- 3.2 Time Contraction -- 3.3 Feedback Results -- 4 Valuation -- 4.1 Dataset Generation -- 4.2 Time Contraction and Feedback Results -- 5 Conclusions and Future Hints -- References -- Self-positioning Method Based on Similarity Between Environmental Map and Information of Image and Point Cloud -- 1 Introduction -- 2 Previous Research -- 3 Self-positioning Methods -- 3.1 Self-positioning Method Based on Similarity of Point Clouds -- 3.2 Self-positioning Method Based on Image -- 4 Performance Evaluation -- 4.1 Evaluation of Self-positioning Method Based on Similarity of Point Clouds. 4.2 Evaluation of Self-positioning Method Based on Image -- 5 Conclusions -- References -- Fake Listing or Truth? Using Pre-trained Deep Learning Model with Data Augmentation to Detect the Imposter -- 1 Introduction -- 2 Related Works -- 2.1 Re-sampling Data To Detect Auction Fraud -- 2.2 ResNet Model -- 2.3 FLAIR Model -- 2.4 BERT Model -- 3 Data and Methodology -- 3.1 Data Collection -- 3.2 Data Preparation -- 4 Results -- 4.1 Exploratory Data Analysis -- 4.2 Machine Learning Model -- 5 Discussion -- 6 Conclusion -- References -- Data Analytics for Parking Facility Management -- 1 Introduction and Related Works -- 2 Background -- 2.1 Auto-regressive Integrated Moving Average (ARIMA) Model -- 2.2 Neural Network-Based Time Series Prediction -- 3 Our Parking Data Analytics System -- 3.1 Prediction Period -- 3.2 Weighted Ensemble Prediction -- 3.3 Our Time Series Prediction Algorithm -- 4 Evaluation -- 4.1 Setup -- 4.2 Evaluation Metrics -- 4.3 Individual Results -- 4.4 Ensemble Results -- 5 Conclusions -- References -- OCR Error Correction for Vietnamese OCR Text with Different Edit Distances -- 1 Introduction -- 2 Candidate Generation Algorithm -- 2.1 Character Edit Operations -- 2.2 Candidate Generation Algorithm -- 3 Dataset and Experimental Results -- 3.1 Dataset -- 3.2 Experimental Results and Discussions -- 4 Conclusions -- References -- A Fuzzy-Based System for Assessment of Fog Computing Resources in SDN-VANETs Considering Service Migration Speed as a New Parameter -- 1 Introduction -- 2 Cloud-Fog-Edge SDN-VANETs -- 3 Proposed FL-Based System -- 4 Simulation Results -- 5 Conclusions -- References -- Performance Evaluation Experiments of Bitcoin SV Scaling Test Network -- 1 Introduction -- 2 Related Works -- 2.1 Calculation of Blockchain Split Probability -- 2.2 Theory of Priority Queuing -- 3 Bitcoin SV Scaling Test Network. 4 Performance Evaluation Experiments -- 4.1 Experiment 1: Estimating the Occupancy Rate of Approving Transactions in STN -- 4.2 Experiment 2: Estimating BC Split Probability -- 4.3 Experiment 3: Testing Transaction Processing Performance -- 5 Conclusion -- References -- The Emerging Challenges of Big Data Lakes, and a Real-Life Framework for Representing, Managing and Supporting Machine Learning on Big Arctic Data -- 1 Introduction -- 2 Related Work -- 3 ArcticDL: A Real-Life Framework for Representing, Managing and Supporting Machine Learning on Big Arctic Data -- 3.1 Data Sources -- 3.2 Front End -- 3.3 Back End -- 3.4 Metadata Design for the Back End -- 4 Challenges and Future Directions in Big Data Lake Research -- 5 Conclusions and Future Work -- References -- Data Ingestion for Data-Driven Service Platform: Royal Project Foundation Case Study -- 1 Introduction -- 1.1 The Royal Project Foundation -- 2 Related Works -- 2.1 Data Generation -- 2.2 Data Acquisition -- 2.3 REDCap -- 3 Data Management -- 3.1 Requirement Management -- 3.2 Data Collection -- 3.3 Data Collection in Action -- 3.4 Data Quality -- 4 Conclusion -- References -- A Study on an Autonomous Adaptive Mechanism for the Robustness of the User's Location-Aware Resource Assignment Against Demand Fluctuation -- 1 Introduction -- 2 Autonomous Decentralized Resource Assignment Method -- 2.1 System Model -- 2.2 Formulation of Assignment Problem -- 2.3 Autonomous Resource Assignment for Entities -- 2.4 Characteristics -- 3 Autonomous Adaptive Mechanism for Control Parameter -- 4 Simulation Result -- 4.1 Setting -- 4.2 Result -- 5 Conclusion and Future Work -- References -- Mesh Routers Placement by WMN-PSODGA Hybrid Intelligent System Considering Stadium Distribution and RDVM: A Comparison Study for Different Crossover Methods -- 1 Introduction. 2 Intelligent Algorithms for Proposed Hybrid Simulation System. |
| Record Nr. | UNINA-9910586623503321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in Intelligent Networking and Collaborative Systems [[electronic resource] ] : The 12th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2020) / / edited by Leonard Barolli, Kin Fun Li, Hiroyoshi Miwa
| Advances in Intelligent Networking and Collaborative Systems [[electronic resource] ] : The 12th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2020) / / edited by Leonard Barolli, Kin Fun Li, Hiroyoshi Miwa |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Descrizione fisica | 1 online resource (543 pages) |
| Disciplina | 004.6 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-030-57796-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910483736303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in Intelligent Networking and Collaborative Systems : The 12th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2020) / / edited by Leonard Barolli, Kin Fun Li, Hiroyoshi Miwa
| Advances in Intelligent Networking and Collaborative Systems : The 12th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2020) / / edited by Leonard Barolli, Kin Fun Li, Hiroyoshi Miwa |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Springer International Publishing, 2021 |
| Descrizione fisica | 1 online resource (543 pages) |
| Disciplina | 004.6 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
| ISBN | 3-030-57796-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910863154203321 |
| Springer International Publishing, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Advances in Intelligent Networking and Collaborative Systems : The 11th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2019) / / edited by Leonard Barolli, Hiroaki Nishino, Hiroyoshi Miwa
| Advances in Intelligent Networking and Collaborative Systems : The 11th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2019) / / edited by Leonard Barolli, Hiroaki Nishino, Hiroyoshi Miwa |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (632 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Engineering - Data processing
Computational intelligence Application software Data Engineering Computational Intelligence Computer and Information Systems Applications |
| ISBN | 3-030-29035-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910483287903321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in network-based information systems : the 25th International Conference on Network-Based Information Systems (NBiS-2022) / / Leonard Barolli, Hiroyoshi Miwa and Tomoya Enokido, editors
| Advances in network-based information systems : the 25th International Conference on Network-Based Information Systems (NBiS-2022) / / Leonard Barolli, Hiroyoshi Miwa and Tomoya Enokido, editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (527 pages) |
| Disciplina | 001.64404 |
| Collana | Lecture notes in networks and systems |
| Soggetto topico |
Information networks
Computer networks - Technological innovations |
| ISBN | 3-031-14314-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910586598003321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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