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Algorithms and Architectures for Parallel Processing [[electronic resource] ] : 14th International Conference, ICA3PP 2014, Dalian, China, August 24-27, 2014. Proceedings, Part I / / edited by Xiang-he Sun, Wenyu Qu, Ivan Stojmenovic, Wanlei Zhou, Zhiyang Li, Hua Guo, Geyong Min, Tingting Yang, Yulei Wu, Lei Liu
| Algorithms and Architectures for Parallel Processing [[electronic resource] ] : 14th International Conference, ICA3PP 2014, Dalian, China, August 24-27, 2014. Proceedings, Part I / / edited by Xiang-he Sun, Wenyu Qu, Ivan Stojmenovic, Wanlei Zhou, Zhiyang Li, Hua Guo, Geyong Min, Tingting Yang, Yulei Wu, Lei Liu |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXVIII, 849 p. 396 illus.) |
| Disciplina | 005.1 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Software engineering Computer networks Database management Software Engineering Computer Communication Networks Database Management |
| ISBN | 3-319-11197-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014 -- 1st International Workshop on Emerging Topics in Wireless and Mobile Computing, ETWMC 2014 -- 5th International Workshop on Intelligent Communication Networks, IntelNet 2014 -- 5th International Workshop on Wireless Networks and Multimedia, WNM 2014. |
| Record Nr. | UNISA-996198261103316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Algorithms and Architectures for Parallel Processing [[electronic resource] ] : 14th International Conference, ICA3PP 2014, Dalian, China, August 24-27, 2014. Proceedings, Part II / / edited by Xiang-he Sun, Wenyu Qu, Ivan Stojmenovic, Wanlei Zhou, Zhiyang Li, Hua Guo, Geyong Min, Tingting Yang, Yulei Wu, Lei Liu
| Algorithms and Architectures for Parallel Processing [[electronic resource] ] : 14th International Conference, ICA3PP 2014, Dalian, China, August 24-27, 2014. Proceedings, Part II / / edited by Xiang-he Sun, Wenyu Qu, Ivan Stojmenovic, Wanlei Zhou, Zhiyang Li, Hua Guo, Geyong Min, Tingting Yang, Yulei Wu, Lei Liu |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXIV, 689 p. 331 illus.) |
| Disciplina | 005.1 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Software engineering Computer networks Database management Software Engineering Computer Communication Networks Database Management |
| ISBN | 3-319-11194-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014 -- Workshop on Computing, Communication and Control Technologies in Intelligent Transportation System, 3C in ITS 2014 -- Workshop on Security and Privacy in Computer and Network Systems, SPCNS 2014. |
| Record Nr. | UNISA-996198261303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Algorithms and Architectures for Parallel Processing : 14th International Conference, ICA3PP 2014, Dalian, China, August 24-27, 2014. Proceedings, Part I / / edited by Xiang-he Sun, Wenyu Qu, Ivan Stojmenovic, Wanlei Zhou, Zhiyang Li, Hua Guo, Geyong Min, Tingting Yang, Yulei Wu, Lei Liu
| Algorithms and Architectures for Parallel Processing : 14th International Conference, ICA3PP 2014, Dalian, China, August 24-27, 2014. Proceedings, Part I / / edited by Xiang-he Sun, Wenyu Qu, Ivan Stojmenovic, Wanlei Zhou, Zhiyang Li, Hua Guo, Geyong Min, Tingting Yang, Yulei Wu, Lei Liu |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXVIII, 849 p. 396 illus.) |
| Disciplina | 005.1 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Software engineering Computer networks Database management Software Engineering Computer Communication Networks Database Management |
| ISBN | 3-319-11197-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014 -- 1st International Workshop on Emerging Topics in Wireless and Mobile Computing, ETWMC 2014 -- 5th International Workshop on Intelligent Communication Networks, IntelNet 2014 -- 5th International Workshop on Wireless Networks and Multimedia, WNM 2014. |
| Record Nr. | UNINA-9910484427003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Algorithms and Architectures for Parallel Processing : 14th International Conference, ICA3PP 2014, Dalian, China, August 24-27, 2014. Proceedings, Part II / / edited by Xiang-he Sun, Wenyu Qu, Ivan Stojmenovic, Wanlei Zhou, Zhiyang Li, Hua Guo, Geyong Min, Tingting Yang, Yulei Wu, Lei Liu
| Algorithms and Architectures for Parallel Processing : 14th International Conference, ICA3PP 2014, Dalian, China, August 24-27, 2014. Proceedings, Part II / / edited by Xiang-he Sun, Wenyu Qu, Ivan Stojmenovic, Wanlei Zhou, Zhiyang Li, Hua Guo, Geyong Min, Tingting Yang, Yulei Wu, Lei Liu |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXIV, 689 p. 331 illus.) |
| Disciplina | 005.1 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Software engineering Computer networks Database management Software Engineering Computer Communication Networks Database Management |
| ISBN | 3-319-11194-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 14th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2014 -- Workshop on Computing, Communication and Control Technologies in Intelligent Transportation System, 3C in ITS 2014 -- Workshop on Security and Privacy in Computer and Network Systems, SPCNS 2014. |
| Record Nr. | UNINA-9910484766203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Collaborative Computing: Networking, Applications and Worksharing : 15th EAI International Conference, CollaborateCom 2019, London, UK, August 19-22, 2019, Proceedings / / edited by Xinheng Wang, Honghao Gao, Muddesar Iqbal, Geyong Min
| Collaborative Computing: Networking, Applications and Worksharing : 15th EAI International Conference, CollaborateCom 2019, London, UK, August 19-22, 2019, Proceedings / / edited by Xinheng Wang, Honghao Gao, Muddesar Iqbal, Geyong Min |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XVI, 829 p. 603 illus., 242 illus. in color.) |
| Disciplina | 004.6 |
| Collana | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| Soggetto topico |
Information storage and retrieval
Computers Computer organization Artificial intelligence Information Storage and Retrieval Information Systems and Communication Service Computer Systems Organization and Communication Networks Artificial Intelligence |
| ISBN | 3-030-30146-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Cloud, IoT and Edge Computing -- Collaborative IoT Services and Applications -- Artificial Intelligence -- Software Development -- Teleportation Protocol and Entanglement Swapping -- Network based on the Neural Network -- Scheme Based on Blockchain and Zero-knowledge Proof in Vehicle Networking -- Software Development. |
| Record Nr. | UNINA-9910349287203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Frontiers of high performance computing and networking : ISPA 2006 workshops : ISPA 2006 international workshops, FHPCN, XHPC, S-GRACE, GridGIS, HPC-GTP, PDCE, ParDMCom, WOMP, ISDF, and UPWN, Sorrento, Italy, December 4-7, 2006 : proceedings / / Geyong Min ... [et al.] (eds.)
| Frontiers of high performance computing and networking : ISPA 2006 workshops : ISPA 2006 international workshops, FHPCN, XHPC, S-GRACE, GridGIS, HPC-GTP, PDCE, ParDMCom, WOMP, ISDF, and UPWN, Sorrento, Italy, December 4-7, 2006 : proceedings / / Geyong Min ... [et al.] (eds.) |
| Edizione | [1st ed. 2006.] |
| Pubbl/distr/stampa | Berlin ; ; New York, : Springer, c2006 |
| Descrizione fisica | 1 online resource (XXXVII, 1144 p.) |
| Disciplina | 004/.35 |
| Altri autori (Persone) | MinGeyong |
| Collana |
Lecture notes in computer science
LNCS sublibrary. SL 1, Theoretical computer science and general issues |
| Soggetto topico |
Parallel processing (Electronic computers)
Electronic data processing - Distributed processing High performance computing Computational grids (Computer systems) |
| ISBN | 3-540-49862-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | [International Workshop on Frontiers of High-Performance Computing and Networking (FHPCN 2006)] -- International Workshop on XEN in HPC Cluster and Grid Computing Environments (XHPC 2006) -- International Workshop on Semantic GRid Applications in Computing and Engineering (S-GRACE 2006) -- International Workshop on Fertilization of Grid Computing and Geographic Information Systems (GridGIS 2006) -- International Workshop on High-Performance Computing in Genomic Proteomics and Transcriptomics (HPC-GTP 2006) -- International Workshop on Parallel and Distributed Computing in Engineering (PDCE 2006) -- International Workshop on Parallel and Distributed Multimedia Computing (ParDMCom 2006) -- International Workshop on Middleware Performance (WOMP 2006) -- International Workshop on Information Security and Digital Forensics (ISDF 2006) -- International Workshop on Ubiquitous Processing for Wireless Networks (UPWN 2006). |
| Altri titoli varianti | ISPA 2006 international workshops |
| Record Nr. | UNINA-9910484019203321 |
| Berlin ; ; New York, : Springer, c2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Frontiers of High Performance Computing and Networking – ISPA 2006 Workshops [[electronic resource] ] : ISPA 2006 International Workshops FHPCN, XHPC, S-GRACE, GridGIS, HPC-GTP, PDCE, ParDMCom, WOMP, ISDF, and UPWN, Sorrento, Italy, December 4 -7, 2006, Proceedings / / edited by Geyong Min, Beniamino Di Martino, Laurence T. Yang, Minyi Guo, Gudula Ruenger
| Frontiers of High Performance Computing and Networking – ISPA 2006 Workshops [[electronic resource] ] : ISPA 2006 International Workshops FHPCN, XHPC, S-GRACE, GridGIS, HPC-GTP, PDCE, ParDMCom, WOMP, ISDF, and UPWN, Sorrento, Italy, December 4 -7, 2006, Proceedings / / edited by Geyong Min, Beniamino Di Martino, Laurence T. Yang, Minyi Guo, Gudula Ruenger |
| Edizione | [1st ed. 2006.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 |
| Descrizione fisica | 1 online resource (XXXVII, 1144 p.) |
| Disciplina | 004/.35 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer systems
Algorithms Computer networks Application software Electronic digital computers—Evaluation Software engineering Computer System Implementation Computer Communication Networks Computer and Information Systems Applications System Performance and Evaluation Software Engineering |
| ISBN | 3-540-49862-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | FHPCN 2006 Workshop -- XHPC 2006 Workshop -- S-GRACE 2006 Workshop -- GridGIS 2006 Workshop -- HPC-GTP 2006 Workshop -- PDCE 2006 Workshop -- ParDMCom 2006 Workshop -- WOMP 2006 Workshop -- ISDF 2006 Workshop -- UPWN 2006 Workshop. |
| Record Nr. | UNISA-996466131003316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Ubiquitous Security [[electronic resource] ] : Third International Conference, UbiSec 2023, Exeter, UK, November 1–3, 2023, Revised Selected Papers / / edited by Guojun Wang, Haozhe Wang, Geyong Min, Nektarios Georgalas, Weizhi Meng
| Ubiquitous Security [[electronic resource] ] : Third International Conference, UbiSec 2023, Exeter, UK, November 1–3, 2023, Revised Selected Papers / / edited by Guojun Wang, Haozhe Wang, Geyong Min, Nektarios Georgalas, Weizhi Meng |
| Autore | Wang Guojun |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (474 pages) |
| Disciplina | 005.3 |
| Altri autori (Persone) |
WangHaozhe
MinGeyong GeorgalasNektarios MengWeizhi |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Application software
Artificial intelligence Data protection Computer engineering Computer networks Computer and Information Systems Applications Artificial Intelligence Data and Information Security Computer Engineering and Networks |
| ISBN | 981-9712-74-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910845082303321 |
Wang Guojun
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Web and Big Data : 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6–8, 2023, Proceedings, Part II / / edited by Xiangyu Song, Ruyi Feng, Yunliang Chen, Jianxin Li, Geyong Min
| Web and Big Data : 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6–8, 2023, Proceedings, Part II / / edited by Xiangyu Song, Ruyi Feng, Yunliang Chen, Jianxin Li, Geyong Min |
| Autore | Song Xiangyu |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (536 pages) |
| Disciplina | 005.7 |
| Altri autori (Persone) |
FengRuyi
ChenYunliang LiJianxin MinGeyong |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Big data
Data structures (Computer science) Information theory Application software Image processing - Digital techniques Computer vision Data mining Big Data Data Structures and Information Theory Computer and Information Systems Applications Computer Imaging, Vision, Pattern Recognition and Graphics Data Mining and Knowledge Discovery |
| ISBN | 981-9723-90-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part II -- Computing Maximal Likelihood Subset Repair for Inconsistent Data -- 1 Introduction -- 2 Problem Statement -- 2.1 Function Dependency -- 2.2 Subset Repair -- 2.3 Problem Definition -- 3 Statistical Learning and Inference -- 3.1 Probability Modeling -- 3.2 Scalable Inference -- 4 Subset Repair with Maximum Likelihood -- 4.1 From Maximum Likelihood to Minimum Cost -- 4.2 Approximate Algorithm -- 5 Experiments -- 5.1 Experimental Steup -- 5.2 Performance Evaluation -- 5.3 Runtime Evaluation -- 6 Related Work -- 7 Conclusions -- References -- Design of Data Management System for Sustainable Development of Urban Agglomerations' Ecological Environment Based on Data Lake Architecture -- 1 Introduction -- 2 Related Work -- 3 System Architecture Design -- 4 System Implementation -- 4.1 Metadata Design -- 4.2 Data Management -- 4.3 Data Product Production -- 4.4 System Presentation -- 5 Future Work -- 6 Conclusion -- References -- P-QALSH+: Exploiting Multiple Cores to Parallelize Query-Aware Locality-Sensitive Hashing on Big Data -- 1 Introduction -- 1.1 Our Contribution -- 2 Preliminaries -- 2.1 c-ANN Search Problem -- 2.2 Framework of QALSH -- 3 Parallel Table Design -- 3.1 Inter-Table Parallel Design -- 3.2 Intra-table Parallel Design -- 4 Parallel Query Design -- 4.1 Overview of Parallel Query -- 4.2 Parallel Collision Counting Technology -- 4.3 Search Radius Estimation Strategy -- 5 Experiments -- 5.1 Experiment Setup -- 5.2 Results and Analysis of the Index Phase -- 5.3 Results and Analysis of the Query Phase -- 6 Conclusion -- References -- Face Super-Resolution via Progressive-Scale Boosting Network -- 1 Introduction -- 2 Face Super-Resolution -- 3 Our Methods -- 3.1 Network Architectures -- 3.2 Attention Feature Fusion Block -- 4 Experimental Results and Analysis.
4.1 Datasets and Implementation Details -- 4.2 Compared with State-of-the-Arts -- 4.3 Ablation Study -- 4.4 Effectiveness of the Proposed Method -- 5 Conclusion -- References -- An Investigation of the Effectiveness of Template Protection Methods on Protecting Privacy During Iris Spoof Detection -- 1 Introduction -- 2 Related Work -- 2.1 Iris Spoof Detection -- 2.2 Iris Template Protection Methods -- 3 Methodology -- 3.1 TPISD -- 3.2 Image Pre-processing -- 3.3 Iris Template Protection Methods -- 3.4 Spoof Detection Model -- 3.5 Security Analysis -- 4 Experiment -- 4.1 Dataset and Evaluation Metrics -- 4.2 Experimental Setup -- 4.3 Transformation Parameter Experiment -- 5 Conclusion -- References -- Stock Volatility Prediction Based on Transformer Model Using Mixed-Frequency Data -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Basic Theory of Volatility -- 3.2 Definition of Indicators -- 3.3 Prediction Method -- 4 Empirical Analysis -- 4.1 Experiment Setup -- 4.2 Experiment Result -- 5 Conclusion -- References -- A Hierarchy-Based Analysis Approach for Blended Learning: A Case Study with Chinese Students -- 1 Introduction -- 2 Related Work -- 2.1 Elements Regarding Evaluating Blended Learning -- 2.2 Evaluation Frameworks -- 3 Method -- 3.1 Gradient Boosting Regression -- 3.2 Gini Importance and Permutation Importance -- 3.3 Analytic Hierarchy Process -- 4 Experiments and Results -- 4.1 Dataset -- 4.2 Experimental Setup -- 4.3 Results and Analysis -- 5 Conclusion -- References -- A Multi-teacher Knowledge Distillation Framework for Distantly Supervised Relation Extraction with Flexible Temperature -- 1 Introduction -- 2 Related Work -- 2.1 Distantly Supervised Relation Extraction -- 2.2 Knowledge Distillation -- 3 Method -- 3.1 Task Definition -- 3.2 Model Overview -- 3.3 Flexible Temperature Regulation. 3.4 Multi-view Knowledge Distillation -- 3.5 Total Loss of Student Model -- 4 Experiments -- 4.1 Datasets -- 4.2 Evaluation Metrics and Settings -- 4.3 Baselines -- 4.4 Main Results -- 4.5 Ablation Study -- 5 Conclusion -- References -- PAEE: Parameter-Efficient and Data-Effective Image Captioning Model with Knowledge Prompter and Cross-Modal Representation Aligner -- 1 Introduction -- 2 Related Work -- 2.1 Frozen Parameters Captioning Models -- 2.2 Knowledge Retrieval-Based Prompting -- 2.3 Visual and Language Connection -- 2.4 Prompting Caption Generation -- 3 Method -- 3.1 Architecture -- 3.2 Pre-trained Image Encoder -- 3.3 Pre-trained Language Model -- 3.4 Prompter-Based Caption Generation -- 3.5 Cross-Modal Representation Aligner -- 4 Experiments -- 4.1 Experimental Settings -- 4.2 Performance Comparison -- 4.3 Data Utilization Capabilities -- 4.4 Exploration of Small-Data Learning -- 4.5 Ablation Analysis -- 4.6 Qualitative Analysis -- 5 Conclusion and Future Work -- References -- TSKE: Two-Stream Knowledge Embedding for Cyberspace Security -- 1 Introduction -- 2 Related Work -- 2.1 Knowledge Representation Models -- 2.2 Knowledge Embedding Methods -- 3 Preliminaries -- 3.1 System Model -- 3.2 Problem Definition -- 4 TSKE: A Two-Stream Knowledge Embedding Method Based on the MDATA Model -- 4.1 Static Stream Model -- 4.2 Spatio-Temporal Stream Model -- 4.3 Weighted Fusion -- 4.4 Learning -- 5 Experiment Results -- 5.1 Implementation -- 5.2 Baselines -- 5.3 Attack Link Prediction -- 5.4 Results -- 6 Conclusion and Future Work -- References -- Research on the Impact of Executive Shareholding on New Investment in Enterprises Based on Multivariable Linear Regression Model -- 1 Introduction -- 2 Related Work -- 2.1 Executive Shareholding and Corporate Innovation Investment -- 2.2 Two Types of Agency Costs -- 3 Method. 3.1 Data Sources and Variable Definition -- 3.2 Research Hypothesis -- 3.3 Research Model Design -- 4 Analysis of Empirical Test Results -- 4.1 Descriptive Statistics -- 4.2 Correlation Analysis -- 4.3 Analysis of Regression Results -- 4.4 Robustness Test -- 5 Conclusion -- References -- MCNet: A Multi-scale and Cascade Network for Semantic Segmentation of Remote Sensing Images -- 1 Introduction -- 2 Methods -- 2.1 Overall -- 2.2 Multi-scale Feature Extraction Module -- 2.3 Channel Activation Module -- 2.4 Cross-Layer Feature Selection Module -- 2.5 Multi-scale Object Guidance Module -- 2.6 Loss Function -- 3 Datasets and Experimental Implementation -- 3.1 Dataset Description -- 3.2 Implementation Details -- 3.3 Evaluation Indicators -- 4 Experimental Results and Analysis -- 4.1 Results -- 4.2 Analysis -- 4.3 Ablation Experiments -- 5 Conclusion -- References -- WikiCPRL: A Weakly Supervised Approach for Wikipedia Concept Prerequisite Relation Learning -- 1 Introduction -- 2 Related Work -- 3 Problem Formulation -- 4 Proposed Approach -- 4.1 Overview of WikiCPRL -- 4.2 Weak Label Generation -- 4.3 Concept Feature Acquisition -- 4.4 Graph Attentional Layer -- 4.5 Encoding-Decoding Layer -- 4.6 Edge Direction Inferring -- 5 Performance Analysis -- 5.1 Datasets -- 5.2 Compare with Baselines -- 5.3 Case Study -- 6 Conclusion -- References -- An Effective Privacy-Preserving and Enhanced Dummy Location Scheme for Semi-trusted Third Parties -- 1 Introduction -- 2 Model and Design Goal -- 2.1 System Model -- 2.2 Security Model -- 2.3 Design Goal -- 3 EPED Scheme Design -- 3.1 Preliminaries -- 3.2 Location Anonymization Model -- 3.3 Optimization Based on the Stackelberg Game -- 4 Performance Evaluation and Security Analysis -- 4.1 Performance Analysis -- 4.2 Security Analysis -- 5 Related Work -- 6 Conclusion -- References. W-MRI: A Multi-output Residual Integration Model for Global Weather Forecasting -- 1 Introduction -- 2 Related Work -- 2.1 Numerical Weather Prediction -- 2.2 Deep Learning Weather Forecasting Methods -- 2.3 Residual Network -- 3 Preliminaries -- 3.1 Dataset -- 3.2 Multi-variable Forecasting Problems -- 4 Method -- 4.1 ViT and Residual Model -- 4.2 Integration and Constraint of Residual -- 5 Experiments -- 5.1 Evaluation Metrics -- 5.2 Quantitative Forecasting Performance of W-MRI -- 5.3 Effect of Integration Constraint Module -- 6 Conclusion -- References -- HV-Net: Coarse-to-Fine Feature Guidance for Object Detection in Rainy Weather -- 1 Introduction -- 2 Related Work -- 2.1 Object Detection -- 2.2 Single Image Deraining -- 3 Proposed Method -- 3.1 Generate the Edge Map -- 3.2 From Edge-Attentional Features to Image -- 3.3 Object Detection Stage -- 4 Experimental Results -- 4.1 Datasets -- 4.2 Implementation Details -- 4.3 Qualitative and Quantitative Results -- 4.4 Ablation Study -- 5 Conclusion -- References -- Vehicle Collision Warning System for Blind Zone in Curved Roads Based on the Spatial-Temporal Correlation of Coordinate -- 1 Introduction -- 2 Materials and Methods -- 2.1 Target Tracking Method -- 2.2 Traffic Condition Analysis -- 2.3 Module of Communication -- 3 Results -- 3.1 Software Testing -- 3.2 Field Application -- 4 Conclusions -- References -- Local-Global Cross-Fusion Transformer Network for Facial Expression Recognition -- 1 Introduction -- 2 Related Work -- 2.1 Facial Expression Recognition -- 2.2 Transformer -- 3 Method -- 3.1 Overall Framework -- 3.2 Local Feature Decomposition (LFD) -- 3.3 Cross-Fusion Transformer -- 3.4 Loss Function -- 4 Experiment -- 4.1 Experiment Setup -- 4.2 Comparison with the State-of-the-Art Methods -- 4.3 Param and FLOPs Comparison -- 4.4 Ablation Study -- 5 Conclusions -- References. Answering Spatial Commonsense Questions by Learning Domain-Invariant Generalization Knowledge. |
| Record Nr. | UNINA-9910855375403321 |
|
Song Xiangyu
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Web and Big Data : 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6–8, 2023, Proceedings, Part III / / edited by Xiangyu Song, Ruyi Feng, Yunliang Chen, Jianxin Li, Geyong Min
| Web and Big Data : 7th International Joint Conference, APWeb-WAIM 2023, Wuhan, China, October 6–8, 2023, Proceedings, Part III / / edited by Xiangyu Song, Ruyi Feng, Yunliang Chen, Jianxin Li, Geyong Min |
| Autore | Song Xiangyu |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (540 pages) |
| Disciplina | 005.7 |
| Altri autori (Persone) |
FengRuyi
ChenYunliang LiJianxin MinGeyong |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Big data
Data structures (Computer science) Information theory Application software Image processing - Digital techniques Computer vision Data mining Big Data Data Structures and Information Theory Computer and Information Systems Applications Computer Imaging, Vision, Pattern Recognition and Graphics Data Mining and Knowledge Discovery |
| ISBN | 981-9723-87-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part III -- Adaptive Graph Attention Hashing for Unsupervised Cross-Modal Retrieval via Multimodal Transformers -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Notation and Problem Definition -- 3.2 Framework Overview -- 3.3 Objective Function -- 4 Experiments -- 4.1 Evaluation Metrics -- 4.2 Implementation Details -- 4.3 Comparison Results and Analysis -- 4.4 Ablation Study -- 4.5 Parameter Sensitivity Analysis -- 4.6 Convergence Testing -- 5 Conclusion -- References -- Answering Property Path Queries over Federated RDF Systems -- 1 Introduction -- 2 Related Work -- 3 Problem Formulation -- 4 The Proposed Method -- 4.1 Query Decomposition and Source Localization -- 4.2 Thompson-Based MinDFA Construction -- 4.3 Query Execution Strategy Base on B-DFS -- 5 Evaluation -- 5.1 Experimental Environment -- 5.2 Performance Comparison of Five Property Path Query Symbols -- 5.3 Performance and Resource Consumption of Different Matching Strategies of MinDFA -- 5.4 Performance Robustness of Five Property Path Query Symbols -- 6 Conclusion -- References -- Distributed Knowledge Graph Query Acceleration Algorithm -- 1 Introduction -- 2 Related Works -- 3 Offline Module for Distributed Construction of Indexes -- 3.1 MapReduce-Based Data Pre-processing -- 3.2 Coding-Oriented Construction of Distributed Hierarchical Clustering -- 4 Online Module for Distributed Parallel Processing of SPARQL Queries -- 4.1 Splitting and Loading of BitSet-Tree -- 4.2 Candidate Solution Acquisition -- 4.3 Shuffle -- 4.4 Merge Splicing of Candidate Vertices -- 5 Experiments -- 5.1 Experimental Settings -- 5.2 Results and Discussion -- 6 Conclusions -- References -- Truth Discovery of Source Dependency Perception in Dynamic Scenarios -- 1 Introduction -- 2 Problem Setting -- 2.1 Notation Definition -- 2.2 Task Description.
3 Preliminary -- 3.1 Source Dependency Detection Based on Bayesian Model -- 3.2 Truth Discovery Framework Based on Optimization Model -- 4 Methodology -- 4.1 Source Dependency Detection in Dynamic Scenarios -- 4.2 Dynamic Incremental Model Framework -- 4.3 Truth Discovery with Source Dependency Perception -- 5 Experiment -- 5.1 Experimental Setup -- 5.2 The Results on Real-World Datasets -- 5.3 The Results on Synthetic Datasets -- 6 Related Work -- 7 Conclusion -- References -- Truth Discovery Against Disguised Attack Mechanism in Crowdsourcing -- 1 Introduction -- 2 Related Work -- 3 Preliminary -- 3.1 Disguised Attack Mechanism -- 3.2 Problem Formulation -- 3.3 Truth Discovery -- 4 Methodology -- 4.1 Behavior-Based Truth Discovery -- 4.2 Task Assignment Based on WAM -- 4.3 TD-DA Framework -- 5 Experiments -- 5.1 Experiment Setting -- 5.2 Verification of the Proportion of Malicious Workers -- 5.3 Experiment on Real-World Datasets -- 5.4 Experiment on Synthetic Datasets -- 6 Conclusion -- References -- Continuous Group Nearest Group Search over Streaming Data -- 1 Introduction -- 2 Preliminary -- 2.1 Related Works -- 2.2 Problem Definition -- 3 The Framework KMPT -- 3.1 The Basic Idea -- 3.2 The Initialization Algorithm -- 3.3 The Incremental Maintenance Algorithm -- 4 The Experiment -- 4.1 Experiment Settings -- 4.2 Performance Comparison -- 5 Conclusion -- References -- Approximate Continuous Skyline Queries over Memory Limitation-Based Streaming Data -- 1 Introduction -- 2 Preliminary -- 2.1 Related Works -- 2.2 Problem Definition -- 3 The Self-adaptive-based Framework -SEAK -- 3.1 The -CSS Definition -- 3.2 The Initialization Algorithm -- 3.3 The Incremental Maintenance Algorithm -- 3.4 The Partition-Based Optimization Algorithm -- 4 Performance Evaluation -- 4.1 Experiment Settings -- 4.2 Experimental Evaluation -- 5 Conclusion -- References. Identifying Backdoor Attacks in Federated Learning via Anomaly Detection -- 1 Introduction -- 2 Related Work -- 2.1 Attacks on Model Faithfulness -- 2.2 Defenses Against Backdoor Attack -- 3 Preliminaries and Attack Formulation -- 3.1 Federated Learning -- 3.2 Threat Model -- 3.3 Choice of Backdoor Triggers -- 4 Methodology -- 4.1 Motivation -- 4.2 Segmenting Local Updates -- 4.3 Identifying Outliers in Fragments -- 4.4 Pruning Backdoored Participants -- 5 Experiments -- 5.1 Experimental Settings -- 5.2 Effectiveness of Our Defense -- 5.3 Comparison with Prior Arts -- 5.4 Effectiveness on Advanced Attacks -- 5.5 Ablation Study -- 6 Conclusion -- References -- PaTraS: A Path-Preserving Trajectory Simplification Method for Low-Loss Map Matching -- 1 Introduction -- 2 Related Work -- 2.1 Error-Bounded Line Simplification -- 2.2 Semantic-Preserving Trajectory Simplification -- 2.3 Analysis of Existing Work -- 3 Preliminaries -- 3.1 Basic Definitions -- 3.2 Methodology Analysis -- 4 Path-Preserving Trajectory Simplification -- 4.1 Overview of PaTraS -- 4.2 Preserving Shortest Paths -- 4.3 Candidates Pairing -- 4.4 Similarity Computation -- 4.5 Pairing Optimization -- 5 Experiments -- 5.1 Experimental Setup -- 5.2 Evaluation Oriented to Map-Matching -- 5.3 Parameter Sensitivity Study -- 6 Conclusion -- References -- Coordinate Descent for k-Means with Differential Privacy -- 1 Introduction -- 2 Related Work -- 3 Preliminary -- 3.1 k-Means -- 3.2 Coordinate Descent for k-Means -- 3.3 A Fast Version of CDKM -- 3.4 Differential Privacy -- 4 Proposed Our Method -- 4.1 Approximate CDKM -- 4.2 Proposed DP-ACDKM -- 4.3 Privacy Analysis -- 5 Experiments -- 5.1 Privacy-Utility Trade-Off -- 5.2 Convergence -- 6 Conclusion -- References -- DADR: A Denoising Approach for Dense Retrieval Model Training -- 1 Introduction -- 2 Related Work -- 3 Method. 3.1 Task Formulation -- 3.2 Denoising Approach Based on Dynamical Weight -- 4 Experiment -- 4.1 Dataset and Metrics -- 4.2 Experiment Settings -- 4.3 Experiment Results -- 5 Conclusions -- References -- Multi-pair Contrastive Learning Based on Same-Timestamp Data Augmentation for Sequential Recommendation -- 1 Introduction -- 2 Related Work -- 2.1 Self-supervised Learning -- 2.2 Sequential Recommendation -- 3 The Proposed Model -- 3.1 Problem Definition -- 3.2 Model Framework -- 3.3 Data Augmentaion -- 3.4 Masking Operation -- 3.5 Embedding Layer -- 3.6 BERT Encoder -- 3.7 Prediction Layer -- 3.8 Multi-pair Contrastive Learning -- 4 Experiments -- 4.1 Experimental Setup -- 4.2 Experimental Results -- 4.3 Hyperparameter Experiments -- 4.4 Ablation Study -- 5 Conclusion -- References -- Enhancing Collaborative Features with Knowledge Graph for Recommendation -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 4 Methodology -- 4.1 KG Explore Module -- 4.2 Multi-IMP-GCN -- 4.3 Model Prediction -- 4.4 Model Optimization -- 5 Experiments -- 5.1 Experimental Settings -- 5.2 Performance Comparison -- 5.3 Ablation Studies -- 5.4 Impacts of Multi-IMP-GCN -- 6 Conclusion and Future Work -- References -- PageCNNs: Convolutional Neural Networks for Multi-label Chinese Webpage Classification with Multi-information Fusion -- 1 Introduction -- 2 Multi-label Chinese Webpage Classification Models -- 3 Experimental Results and Discussions -- 3.1 Multi-label Chinese Webpage Dataset -- 3.2 Implementation Details and Evaluation Metrics -- 3.3 Multi-label Chinese Webpage Classification Results -- 4 Conclusion -- References -- MFF-Trans: Multi-level Feature Fusion Transformer for Fine-Grained Visual Classification -- 1 Introduction -- 2 Related Works -- 2.1 CNN-Based FGVC Methods -- 2.2 ViT-Based FGVC Methods -- 3 Proposed Method -- 3.1 Vision Transformer Encoder. 3.2 Important Token Election Module -- 3.3 Semantic Connection Enhancing Module -- 4 Experiments -- 4.1 DataSets and Implement Details -- 4.2 Comparisons with Advanced Methods -- 4.3 Ablation Studies -- 5 Conclusion -- References -- Summarizing Doctor's Diagnoses and Suggestions from Medical Dialogues -- 1 Introduction -- 2 Related Work -- 3 Model -- 3.1 Pointer Generator Network as Backbone -- 3.2 Input Token Enhancement by Speaker-level Embedding -- 3.3 Input Token Enhancement by Utterance-level Embedding -- 4 Experiment -- 4.1 Dataset -- 4.2 Baseline Models -- 4.3 Settings -- 4.4 Evaluation Metrics -- 4.5 Automatic Evaluation -- 4.6 Doctor Evaluation -- 4.7 Case Study -- 5 Conclusion -- References -- HSA: Hyperbolic Self-attention for Sequential Recommendation -- 1 Introduction -- 2 Preliminaries and Related Work -- 2.1 Empirical Analysis of Datasets -- 2.2 Lorentz Model of Hyperbolic Space -- 2.3 Self-attention Mechanism for Sequential Recommendation -- 3 Proposed Approach -- 3.1 Problem Formulation and Approach Overview -- 3.2 Item Embeddings in Hyperbolic Space -- 3.3 Sequence Learning with Self-attention Mechanism -- 3.4 Prediction Layer -- 3.5 Model Training -- 4 Experiments -- 4.1 Experimental Setup -- 4.2 Experimental Results -- 4.3 Performance as a Plugin on Baselines -- 5 Conclusion -- References -- CFGCon: A Scheme for Accurately Generating Control Flow Graphs of Smart Contracts -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 4 Proposed Scheme -- 4.1 Overview of the System Model -- 4.2 Transform Module -- 4.3 Division Module -- 4.4 Connection Module -- 5 Experiment and Performance Evaluation -- 5.1 Dataset -- 5.2 General Test for CFGCon -- 5.3 Performance Comparision with Existing Approaches -- 6 Conclusion -- References -- Hypergraph-Enhanced Self-supervised Heterogeneous Graph Representation Learning -- 1 Introduction. 2 Related Work. |
| Record Nr. | UNINA-9910855389603321 |
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Song Xiangyu
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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