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Hybrid intelligent systems : 20th international conference on hybrid intelligent systems (HIS 2020), december 14-16, 2020 / / Editor, Ajith Abraham [and five others]
| Hybrid intelligent systems : 20th international conference on hybrid intelligent systems (HIS 2020), december 14-16, 2020 / / Editor, Ajith Abraham [and five others] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (833 pages) |
| Disciplina | 006.3 |
| Collana | Advances in Intelligent Systems and Computing |
| Soggetto topico |
Artificial intelligence
Computational intelligence Ordinadors híbrids Intel·ligència artificial Sistemes experts (Informàtica) Sistemes borrosos Xarxes neuronals (Informàtica) |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN | 3-030-73050-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- HIS-NaBIC 2020 Organization -- General Chairs -- Program Chairs -- Publication Chairs -- Publicity Chairs -- International Program Committee -- Contents -- Vertical Interior Distance Ratio to Minimum Bounding Rectangle of a Shape -- 1 Introduction -- 2 Related Work -- 2.1 CCD (Centroid Contour Distance) -- 2.2 SC (Shape Context) -- 3 VIDR -- 3.1 Minimum Bounding Rectangle -- 3.2 Vertical Interior Distance Proportional Distribution -- 3.3 Shape Matching -- 4 Experimental Results and Analysis -- 5 Conclusion -- References -- Auto-Encoder Based Wavelet and Extreme Learning Machine for Face Recognition -- 1 Introduction -- 2 Proposed Approach -- 2.1 Deep Learning -- 2.2 Wavelet Neural Network (WNN) -- 2.3 Extreme Learning Machine -- 2.4 Auto-Encoder -- 2.5 ELM Auto-Encoder -- 2.6 The Proposed Model -- 3 Results -- 3.1 Database Description -- 3.2 Results and Discussion -- 4 Conclusion -- References -- Sparse Wavelet Auto-encoder for Covid-19 Cases Identification -- 1 Introduction -- 2 Stacked Sparse Auto-encoders -- 3 Methodology -- 4 Sparse Auto-encoder Based Patches -- 5 Deep Network Based on Stacked Auto-encoders -- 6 Experimental Results and Discussion -- 7 Conclusion -- References -- Design Guide Prediction Model for the Legal Interactions (GPM-LI) -- 1 Introduction -- 2 Build GPM-LI -- 2.1 Preprocessing Stage -- 2.2 Build GPM-LI Predictor -- 3 Experiments -- References -- Unsupervised Image Segmentation Using THMRF Model -- 1 Introduction -- 2 Tweedie Hidden Markov Random Field Models: THMRF Models -- 3 Parameters Estimation: The THMRF-EMM Algorithm -- 3.1 The Proposed Segmentation Algorithm -- 3.2 Evaluation Criteria -- 3.3 The Proposed Segmentation Algorithm with Synthetic Image (K=2 Regions) -- 3.4 The Proposed Segmentation Algorithm with Real Brain MRI -- 4 Conclusion -- References.
Maximizing an Organization's Operating Enactment in the Areas of Planning and Management -- 1 Introduction -- 2 Material and Method -- 2.1 Research Objective and Scope -- 2.2 Research Problem -- 2.3 Methodology -- 2.4 Design/Scheme of Research -- 3 Results -- 3.1 Data Collection Planning and Organizational Management -- 3.2 Data Analysis -- 4 Discussions -- 5 Conclusions -- References -- Accent and Gender Recognition from English Language Speech and Audio Using Signal Processing and Deep Learning -- 1 Introduction -- 2 Relevant Literature -- 3 Speech Classification Modeling -- 3.1 Problem Statement -- 3.2 English Language Accent Dataset -- 3.3 Feature Extraction Algorithms -- 3.4 Deep Learning Architecture Search -- 3.5 Experimental Setup -- 4 Results and Discussion -- 5 Conclusion -- References -- Improved Path Planning with Memory Efficient A* Algorithm and Optimization of Narrow Passages -- 1 Introduction -- 2 Related Work on Path Finding Algorithms -- 3 Distance Calculation and Grid Navigation -- 4 Considered Algorithms -- 5 Computational Experiments -- 5.1 Model -- 5.2 Simulations -- 5.3 Simulation Settings -- 6 Results -- 7 Conclusions -- References -- Intelligent Mobile Application to Determine the Existence of Medicines Associated with COVID-19 in a Social Network of Medical Dispensaries in a Smart City -- 1 Introduction -- 2 Dataset Analysis -- 3 Selection of Adequate Metaheuristics to Optimize the Problem: Cultural Algorithms -- 4 Intelligent Tool Developed -- 5 Conclusions and Future Research -- References -- NoSQL Data Lake: A Big Data Source from Social Media -- 1 Introduction -- 2 Data Lake Concept -- 3 Related Work -- 4 Big Data Source -- 4.1 Social Media Data Extraction -- 4.2 Social Media Data Integration to NoSQL Data Lake -- 5 Implementation and Evaluation -- 6 Conclusion -- References. Text Classification Using Convolution Neural Networks with FastText Embedding -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Embedding Model Generation -- 3.2 Text to Feature Representation Module -- 3.3 Text Classification Training Module -- 3.4 Testing Module -- 4 Experiments -- 4.1 Text Corpus -- 5 Results and Analysis -- 5.1 Comparison with the Previous Techniques -- 6 Conclusion -- References -- Deep Convolutional Neural Network Based on Wavelet Transform for Super Image Resolution -- 1 Introduction -- 2 Related Works -- 3 Proposed Method -- 3.1 LR-Image Decomposition Based on DWT -- 3.2 The Convolutional Neural Network for Feature Extraction -- 3.3 HR-Image Reconstruction -- 4 Experimental Results -- 5 Conclusion -- References -- Optimizing Instance Selection Strategies in Interactive Machine Learning: An Application to Fraud Detection -- 1 Introduction -- 2 Interactive Learning -- 3 An Interactive Learning System for Fraud Detection -- 4 Instance Selection Strategies vs. Learning Curve -- 5 Validation and Results -- 6 Conclusions -- References -- Building IoT Analytics and Machine Learning with Open Source Software for Prediction of Environmental Data -- 1 Introduction -- 2 System Model Architecture with Applications -- 2.1 A Typical BigData Architecture -- 2.2 The Proposed System Model -- 2.3 Implementation Results -- 3 Conclusions -- References -- ANFIS-Based Inverse Kinematics and Forward Dynamics of 3 DOF Serial Manipulator -- 1 Introduction -- 2 Modeling and Analysis -- 2.1 Kinematic Analysis -- 2.2 Dynamic Analysis -- 3 Adaptive Neuro-Fuzzy Inference System -- 4 Results and Discussion -- 4.1 Inverse Kinematics -- 4.2 Forward Dynamics -- 5 Conclusion -- References -- Design and Development of Intelligent Pesticide Spraying System for Agricultural Robot -- 1 Introduction -- 2 Literature Review. 3 Design, Development and Testing -- 3.1 Tracked Mobile Manipulator -- 3.2 Spraying System Description -- 3.3 Circuit Design and Simulation -- 3.4 Fuzzy Logic Controller -- 4 Hardware Description and Experimentation -- 5 Conclusion -- References -- Solving Dynamic Bag-of-Tasks Scheduling Problem in Heterogeneous Multi-cloud Environment Using Hybrid Bi-Level Optimization Model -- 1 Introduction -- 2 DBoTSP Formulation -- 3 Proposed HBDBoTSP -- 3.1 Upper Level Optimization Procedure -- 3.2 Lower Level Optimization Procedure -- 4 Experimental Study -- 5 Conclusion -- References -- Caching Mechanisms Evolution in CCN Architectures -- 1 Introduction -- 2 CCN: Most Popular ICN Approach -- 3 Overview of Existing Caching Mechanisms -- 3.1 Performance Measures -- 3.2 Caching Mechanisms in CCN -- 3.3 Caching Mechanisms in Hybrid Solutions Combining SDN and CCN -- 4 Simulation Experiments -- 5 Issues and Future Research Directions -- 5.1 Caching Improvements with Users' Behaviour Support -- 5.2 Popular Content Caching -- 5.3 Large-Scale Caching Related Issues -- 5.4 Service Vs Data Caching -- 5.5 The Tradeoff Between Gain and Cost -- 5.6 Energy Efficiency -- 5.7 Security -- 6 Conclusion -- References -- SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews -- 1 Introduction -- 2 Related Work -- 3 Corpora Development -- 4 Methodology -- 4.1 Text to Vector Representation -- 4.2 Model Architecture -- 4.3 Sentiment Classifier Model -- 5 Experiments -- 5.1 Hyperparameters -- 5.2 Results -- 6 Conclusion -- References -- Characterizing Antennas' Radiation Pattern Using Bernoulli Lemniscates -- 1 Introduction -- 2 Linkage System and Lemniscates of Bernoulli -- 3 Linkage System for Lemniscate Curves -- 4 Applications and Insights -- 4.1 Applications to Some Common Antennas -- 4.2 Discussion and Insights -- 5 Conclusion -- A Appendices. A.1 Proof of Proposition 1 -- A.2 Proof of Proposition 2 -- A.3 Proof of Proposition 3 -- References -- Analysis of Metaheuristics Feature Selection Algorithm for Classification -- 1 Introduction -- 2 Research Methodology -- 2.1 Data Set Description -- 3 Result and Discussion -- 3.1 Comparison of CHPSO-DE and Filter-Based Feature Selection Technique -- 3.2 Comparison of CHPSO-DE and Wrapper-Based Metaheuristics Feature Selection Technique -- 3.3 Evaluation of the Performance of Feature Selection Algorithm Using Education Datasets -- 4 Conclusion -- References -- Hybrid Genetic Algorithms to Solve the Traveling Salesman Problem -- 1 Introduction -- 2 Related Work -- 3 The Traveling Salesman Problem -- 4 Hybrid Solution Approach -- 4.1 Nearest Neighbor Algorithm -- 4.2 Adapted Genetic Algorithm -- 5 Computation Experiments and Results -- 5.1 Experiment Setup -- 5.2 Results -- 6 Discussion -- 7 Conclusion and Outlook -- References -- Hybridization of Adaboost with Random Forest for Real-Time Prediction of Online Shoppers' Purchasing Intention -- 1 Introduction -- 2 Literature Review -- 3 Suggested System -- 3.1 Functional Description -- 3.2 Data Description -- 3.3 Prediction -- 4 Experiments and Results -- 5 Conclusion and Prospects -- References -- Change Detection in Satellite Imagery: A Multi-label Approach Using Convolutional Neural Network -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Preparation of Dataset -- 3.2 Application of Sliding Window on Satellite Images -- 3.3 Data Augmentation -- 3.4 Preprocessing and Post-processing of Images -- 3.5 Neural Network Architecture -- 3.6 Loss and Activation Function -- 4 Results and Discussion -- 5 Conclusion and Future Work -- References -- Inverse Neural Control of a Magnetic Levitation System: Experimental Results -- 1 Introduction -- 2 System Analysis -- 2.1 System Modeling. 2.2 System Parameters. |
| Record Nr. | UNINA-9910484500903321 |
| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Quality of Context [[electronic resource] ] : First International Workshop, QuaCon 2009, Stuttgart, Germany, June 25-26, 2009. Revised Papers / / edited by Kurt Rothermel, Dieter Fritsch, Wolfgang Blochinger, Frank Dürr
| Quality of Context [[electronic resource] ] : First International Workshop, QuaCon 2009, Stuttgart, Germany, June 25-26, 2009. Revised Papers / / edited by Kurt Rothermel, Dieter Fritsch, Wolfgang Blochinger, Frank Dürr |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (X, 185 p.) |
| Disciplina | 004 |
| Collana | Computer Communication Networks and Telecommunications |
| Soggetto topico |
Interfícies d'usuari (Sistemes d'ordinadors)
Sistemes experts (Informàtica) Information storage and retrieval User interfaces (Computer systems) Data mining Application software Computers Computer communication systems Information Storage and Retrieval User Interfaces and Human Computer Interaction Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Information Systems and Communication Service Computer Communication Networks |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-642-04559-6 |
| Classificazione |
DAT 450f
DAT 610f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Papers -- Interacting with Context -- The Quality of Geospatial Context -- Context Quality and Privacy - Friends or Rivals? -- Querying and Cleaning Uncertain Data -- Spatial Embedding and Spatial Context -- Contributed Papers -- A Context Quality Model to Support Transparent Reasoning with Uncertain Context -- On a Generic Uncertainty Model for Position Information -- A Probabilistic Filter Protocol for Continuous Queries -- Establishing Similarity across Multi-granular Topological–Relation Ontologies -- UDS: Sustaining Quality of Context Using Uninterruptible Data Supply System -- A Framework for Quality of Context Management -- An Abstract Processing Model for the Quality of Context Data -- Using Quality of Context to Resolve Conflicts in Context-Aware Systems -- Presentation and Evaluation of Inconsistencies in Multiply Represented 3D Building Models -- Bringing Quality of Context into Wearable Human Activity Recognition Systems -- Quality Dependent Reconstruction of Building Façades. |
| Record Nr. | UNISA-996465338003316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Quality of Context : First International Workshop, QuaCon 2009, Stuttgart, Germany, June 25-26, 2009. Revised Papers / / edited by Kurt Rothermel, Dieter Fritsch, Wolfgang Blochinger, Frank Dürr
| Quality of Context : First International Workshop, QuaCon 2009, Stuttgart, Germany, June 25-26, 2009. Revised Papers / / edited by Kurt Rothermel, Dieter Fritsch, Wolfgang Blochinger, Frank Dürr |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (X, 185 p.) |
| Disciplina | 004 |
| Collana | Computer Communication Networks and Telecommunications |
| Soggetto topico |
Interfícies d'usuari (Sistemes d'ordinadors)
Sistemes experts (Informàtica) Information storage and retrieval User interfaces (Computer systems) Data mining Application software Computers Computer communication systems Information Storage and Retrieval User Interfaces and Human Computer Interaction Data Mining and Knowledge Discovery Information Systems Applications (incl. Internet) Information Systems and Communication Service Computer Communication Networks |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-642-04559-6 |
| Classificazione |
DAT 450f
DAT 610f SS 4800 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Papers -- Interacting with Context -- The Quality of Geospatial Context -- Context Quality and Privacy - Friends or Rivals? -- Querying and Cleaning Uncertain Data -- Spatial Embedding and Spatial Context -- Contributed Papers -- A Context Quality Model to Support Transparent Reasoning with Uncertain Context -- On a Generic Uncertainty Model for Position Information -- A Probabilistic Filter Protocol for Continuous Queries -- Establishing Similarity across Multi-granular Topological–Relation Ontologies -- UDS: Sustaining Quality of Context Using Uninterruptible Data Supply System -- A Framework for Quality of Context Management -- An Abstract Processing Model for the Quality of Context Data -- Using Quality of Context to Resolve Conflicts in Context-Aware Systems -- Presentation and Evaluation of Inconsistencies in Multiply Represented 3D Building Models -- Bringing Quality of Context into Wearable Human Activity Recognition Systems -- Quality Dependent Reconstruction of Building Façades. |
| Record Nr. | UNINA-9910484230303321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
