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[null,"1.","Record Nr.",null,"UNISA996483162603316"]
[null,null,"Titolo",null,"Database Systems for Advanced Applications : DASFAA 2022 International Workshops : BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual event, April 11-14, 2022, proceedings / / edited by Uday Kiran Rage, Vikram Goyal, P. Krishna Reddy"]
[null,null,"Pubbl/distr/stampa",null,"Cham, Switzerland : , : Springer, , [2022]"]
[{"$nulls":4},"©2022"]
[null,null,"ISBN",null,"3-031-11217-2"]
[null,null,"Descrizione fisica",null,"1 online resource (446 pages)"]
[null,null,"Collana",null,"Lecture Notes in Computer Science ; ; v.13248"]
[null,null,"Disciplina",null,"943.005"]
[null,null,"Soggetti",null,"Database management"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"Intro -- Preface -- Organization -- Contents -- PMDB -- An Algorithm for Mining Fixed-Length High Utility Itemsets -- 1 Introduction -- 2 Background -- 2.1 Problem Description and Definitions -- 2.2 Related Work -- 3 Algorithm HUIKM -- 3.1 Create a Tree and a Header Table -- 3.2 Ming HUIK from a Tree -- 4 Experimental Results -- 5 Conclusion -- References -- A Novel Method to Create Synthetic Samples with Autoencoder Multi-layer Extreme Learning Machine -- 1 Introduction -- 2 SMOTE Method -- 3 Proposed AE-MLELM-SynMin Method -- 3.1 Training AE-MLELM -- 3.2 Conducting Crossover and Mutation Operations -- 3.3 Creating Synthetic Samples -- 4 Experiments -- 4.1 Experiment Setting -- 4.2 Information Amount Analysis of SMOTE and AE-MLELM-SynMin -- 4.3 Comparison Among AE-MLELM-SynMin, SMOTE, Borderline-SMOTE, Random-SMOTE, and SMOTE-IPF -- 5 Conclusion -- References -- Pattern Mining: Current Challenges and Opportunities -- 1 Introduction -- 2 C1: Mining Patterns in Complex Graph Data -- 3 C2: Targeted Pattern Mining -- 4 C3: Repetitive Sequential Pattern Mining -- 5 C4: Incremental, Stream and Interactive Pattern Mining -- 6 C5: Heuristic Pattern Mining -- 7 C6: Mining Interesting Patterns -- 8 Conclusion -- References -- Why Not to Trust Big Data: Discussing Statistical Paradoxes -- 1 Introduction -- 2 Why Not to Trust on Data Science, AI, ML and Big Data -- 3 Statistical Paradoxes -- 3.1 Berkson Paradox -- 3.2 Yule-Simpson's Paradox -- 4 Existence of Simpson's Paradox in Big Data -- 4.1 Datasets -- 5 Analysis Simpson's Paradox in Real Life: A Case Study -- 5.1 The "]
[{"$nulls":4},"Dataset -- 5.2 Data Analysis -- 6 Discussion -- 7 Conclusion -- References -- Localized Metric Learning for Large Multi-class Extremely Imbalanced Face Database -- 1 Introduction -- 2 Metric Learning as an Antidote for the Class Imbalance Problem."]
[{"$nulls":4},"3 Localized Metric Learning - The Proposed Approach -- 3.1 Division of Dataset Into Subsets -- 3.2 Localized Metric Learning -- 3.3 Algorithm -- 4 Results and Discussions -- 5 Conclusions -- References -- Top-k Dominating Queries on Incremental Datasets -- 1 Introduction -- 2 Literature Review -- 2.1 Top-k Dominance Query -- 2.2 Dynamic Update of Data Mining -- 3 Query Base Preparation -- 4 Algorithm Description -- 5 Experiment and Analysis -- 6 Conclusion -- References -- IWBT -- Collaborative Blockchain Based Distributed Denial of Service Attack Mitigation Approach with IP Reputation System -- 1 Introduction -- 2 Theoretical Background -- 2.1 Blockchain Technology - Brief -- 2.2 Overview of DDoS Mitigation Approaches and Techniques -- 2.3 IP Reputation Scheme -- 3 Problem Description -- 4 Related Work -- 5 Research Questions -- 6 Approach and Next Step -- 6.1 Proposed Architecture -- 6.2 Integration of IP Reputation System with Proposed Architecture -- 6.3 Implementation Strategy -- 6.4 Advantages of Proposed System Over Existing Implementation -- 7 Conclusion -- References -- Model-Driven Development of Distributed Ledger Applications -- 1 Introduction -- 1.1 Running Example -- 2 Background -- 2.1 Distributed Ledger Technology and Hybrid DLT/DB Applications -- 2.2 MDD with the Interaction Flow Modeling Language -- 3 Development of Hybrid DLT/DB Applications -- 3.1 Requirement Specification -- 3.2 Data Design -- 3.3 Interface Design -- 3.4 Operation Design -- 3.5 Architecture Design -- 4 Implementation -- 5 Related Work -- 6 Conclusion -- References -- Towards a Blockchain Solution for  Customs Duty-Related Fraud -- 1 Introduction -- 2 Related Literature -- 3 Types of Blockchains for Customs Enforcement -- 4 Hyperledger Fabric -- 4.1 Transaction Overview -- 4.2 Ensuring Transaction Order."]
[{"$nulls":4},"5 Detecting and Mitigating Customs Duty Fraud Using Fabric: Three Scenarios -- 5.1 Underreporting the Cargo Weight or Quantity -- 5.2 Relying on a Bill of Lading for Customs Audits -- 5.3 Misrepresenting the Country of Origin: Shipping Goods to an Intermediate Country to Avoid Import Tariffs -- 6 Benchmarking Scalability -- 6.1 Benchmarking Setup -- 6.2 Performance Benchmarking Results and Analysis -- 7 Other Implementation Considerations -- 8 Conclusion -- References -- Securing Cookies/Sessions Through Non-fungible Tokens -- 1 Introduction -- 2 Background -- 3 Literature Review -- 3.1 Blockchain -- 3.2 Cookies -- 4 The Proposed Model -- 4.1 Properties -- 4.2 Preliminaries -- 4.3 Model Description -- 5 Security Analysis and Discussion -- 6 Conclusions and Future Works -- References -- GDMA -- Chinese Spelling Error Detection and Correction Based on Knowledge Graph -- 1 Introduction -- 2 Model -- 2.1 Knowledge Network -- 2.2 Detection and Correction Network -- 2.3 Filter -- 2.4 Loss -- 3 Experiments and Evaluation -- 3.1 Datasets and Baseline -- 3.2 Evaluation -- 3.3 Results -- 4 Related Work -- 5 Conclusion -- References -- Construction and Application of Event Logic Graph: A Survey -- 1 Introduction -- 2 Event Extraction -- 2.1 Methods Based on Pattern Matching -- 2.2 Methods Based on Machine Learning -- 2.3 Methods Based on Deep Learning -- 3 Event Relation Extraction -- 4 Applications -- 4.1 Detect Hot Events -- 4.2 Analyze the Event Lineage -- 4.3 Predict Future Events -- 5 Summary and Prospect -- References -- Enhancing Low-Resource Languages Question Answering with Syntactic Graph -- 1 Introduction -- 2 Syntactic Information Evolvement in mBERT -- 3 Related Work -- 4 "]
[{"$nulls":4},"Method -- 4.1 Syntactic Graph -- 4.2 Syntactic Graph Prediction Task -- 5 Experiment -- 5.1 Datasets and Baseline Models -- 5.2 Setup and Evaluation Metric."]
[{"$nulls":4},"5.3 Experiment Results -- 6 Analysis -- 6.1 Why Use Parallel Sentence Pairs to Train Syntax Task? -- 6.2 Why the Syntactic Graph Prediction Task Works? -- 7 Conclusions -- References -- Profile Consistency Discrimination -- 1 Introduction -- 2 Relate Work -- 2.1 Natural Language Inference -- 2.2 Role Consistency -- 3 Consistency Discrimination -- 3.1 Problem Definition -- 3.2 Consistency Discriminator -- 4 Experiments Setup -- 4.1 Implementation Details and Evaluations -- 4.2 Baselines -- 5 Result -- 6 Case Study -- 7 Conclusion and Future Work -- References -- BDMS -- H-V: An Improved Coding Layout Based on Erasure Coded Storage System -- 1 Introduction -- 2 Related Work -- 3 HRS(n,k) - VRS(n',k') Encoding Method -- 4 Effect Analysis of HRS(n,k) - VRS(n',k') -- 4.1 Data Transmission Performance Analysis -- 4.2 Storage Redundancy Analysis -- 5 Conclusion -- References -- Astral: An Autoencoder-Based Model for Pedestrian Trajectory Prediction of Variable-Length -- 1 Introduction -- 2 Problem Definitions -- 3 Methodology -- 3.1 Model Framework -- 3.2 Autoencoder -- 3.3 Multi-head Attention -- 3.4 Online Model -- 4 Experiments -- 4.1 Experimental Settings -- 4.2 Evaluation of Trajectory Prediction -- 4.3 Ablation Studies -- 4.4 Case Study -- 5 Related Work -- 5.1 Crowd Interaction -- 5.2 LSTM for Sequence Prediction -- 6 Conclusion -- References -- A Survey on Spatiotemporal Data Processing Techniques in Smart Urban Rail -- 1 Introduction -- 2 Spatiotemporal Data Processing Technology -- 3 Applications of Smart Urban Rail -- 3.1 Intelligent Scheduling -- 3.2 Intelligent Operation Platform -- 3.3 Intelligent Perception -- 3.4 Intelligent Train Control -- 4 Future Work -- 5 Conclusion -- References -- Fast Vehicle Track Counting in Traffic Video -- 1 Introduction -- 2 Related Work -- 3 Preliminary and Problem Statement."]
[{"$nulls":4},"4 An Efficient Vehicle Query Counting Method -- 4.1 Adaptively Choosing Frames for Vehicle Detection -- 4.2 Vehicle Tracking Based on Location and Simple Appearance Features -- 4.3 Cascade Track Judgment and Counting -- 5 Experiments -- 5.1 Settings -- 5.2 Metrics -- 5.3 Experimental Results -- 5.4 Ablation Experiments -- 6 Conclusion -- References -- TSummary: A Traffic Summarization System Using Semantic Words -- 1 Introduction -- 2 System Overview -- 2.1 Feature Extraction -- 2.2 Preliminary Concepts -- 2.3 Structure of TSummary -- 3 Traffic Summarization -- 3.1 Periodic Feature Detection -- 3.2 Road Partitioning -- 3.3 Temporal Merge -- 4 Experiment -- 4.1 Experiment Setup -- 4.2 Evaluation Approach -- 4.3 Performance Evaluation -- 5 Related Work -- 6 Conclusions -- References -- Attention-Cooperated Reinforcement Learning for Multi-agent Path Planning -- 1 Introduction -- 2 Related Work -- 2.1 Classical Path Planning Methods -- 2.2 Learning Based Methods -- 3 Problem Formulation -- 4 Approach -- 4.1 State's Structure -- 4.2 Action Space -- 4.3 Reward Design -- 4.4 Model Architecture -- 5 Experiments -- 5.1 Experiment Setting -- 5.2 Training Details -- 5.3 Metrics -- 5.4 Baselines -- 5.5 Results -- 6 Conclusion -- References -- Big Data-Driven Stable Task Allocation in Ride-Hailing Services -- 1 Introduction -- 2 Related Work -- 3 Problem Definition -- 3.1 Preliminaries and Definition -- 3.2 A Baseline Approach -- 4 Equilibrium Stable Matching and Global Distance Optimization -- 4.1 Chain Algorithm -- 4.2 The Benefit Function for Equilibrium -- 5 Experimental Study -- 6 Conclusion -- References -- Weighted Mean-Field Multi-Agent Reinforcement Learning via Reward Attribution "]
[{"$nulls":4},"Decomposition -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Markov Decision Process and Markov Game -- 3.2 Mean-Field Reinforcement Learning -- 4 Algorithm."]
[{"$nulls":4},"4.1 Weighted Mean-Field Approximation."]
[null,"2.","Record Nr.",null,"UNINA9910822967003321"]
[null,null,"Autore",null,"Allain Jean <1965->"]
[null,null,"Titolo",null,"The law and slavery : prohibiting human exploitation / / by Jean Allain"]
[null,null,"Pubbl/distr/stampa",null,"Leiden, The Netherlands : , : Koninklijke Brill, , 2015"]
[{"$nulls":4},"©2015"]
[null,null,"Descrizione fisica",null,"1 online resource (655 p.)"]
[null,null,"Disciplina",null,"342.08/7"]
[null,null,"Soggetti",null,"Slavery - Law and legislation"]
[{"$nulls":4},"Forced labor (International law)"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"Preliminary Material -- Introduction -- What We Know Today: A Contemporary Understanding of the Atlantic Slave Trade -- The Nineteenth Century Law of the Sea and the British Abolition of the Slave Trade -- Fydor Martens and the Question of Slavery at the 1890 Brussels Conference -- Slavery and the League of Nations: Ethiopia as a Civilised Nation -- The International Legal Regime of Slavery and Human Exploitation and Its Obfuscation by the Term of Art: ‘Slavery-Like Practice’ -- A Review of Understanding Global Slavery: A Reader by Kevin Bales -- A Review of Trafficking in Human Beings: Modern Slavery by Silvia Scarpa -- A Case Note of Hadijatou Mani Koraou volume Republic of Niger -- A Case Note of Rantsev volume Cyprus and Russia -- Immanent Critique: International Law and the Dubious Case-Law on Slavery -- A Review of The Slave Trade and the Origins of International Human Rights Law by Jenny S. Martinez -- Review of Colonialism, Slavery, Reparations and Trade: Remedying the Past? edited by Fernne Brennan and John Packer -- No Effective Trafficking Definition Exists: Domestic Implementation of the Palermo Protocol -- On the Curious Disappearance of Human Servitude from General International Law -- Sham Adoption: The dna of a Conventional Servitude -- Exploitation and Labour in International Law -- A Legal Consideration ‘Slavery’ in Light of the Travaux Préparatoires of the 1926 Convention -- The Definition of ‘Slavery’ in General International Law and the Crime of Enslavement within the Rome Statute -- Case Note of The Queen volume Tang -- When Forced Marriage is Slavery -- Property Law and the Definition of Slavery – Jean Allain and Robin Hickey -- Slavery and "]
[{"$nulls":4},"its Definition – Jean Allain and Kevin Bales -- The Slavery Convention -- The Forced Labour Convention -- The Supplementary Convention on the Abolition of Slavery, the Slave Trade, and Institutions and Practices Similar to Slavery -- The Abolition of Forced Labour Convention -- 2000 Protocol to Prevent, Suppress and Punish Trafficking in Persons, Especially Women and Children, Supplementing the United Nations Convention against Transnational Organized Crime -- Bellagio-Harvard Guidelines on the Legal Parameters of Slavery -- The Protocol to the Forced Labour Convention, 1930 -- The Queen volume Tang -- Index."]
[null,null,null,"Sommario/riassunto","The Law and Slavery sets out the articles, book reviews and case notes by Professor Jean Allain which led to pioneering exploration of forced labour, servitudes, slavery, the slave trade, and trafficking in his 2013 Slavery in International Law: Of Human Exploitation and Trafficking (MNP). This collection brings together Professor Allain’s considerations of the evolution of legal abolition internationally, his critique of the then status quo in the area of slavery and the law, and goes on to develop the foundations of a legal understanding of various servitudes and slavery based on his archival research and legal analysis. Professor Allain’s research has transformed the landscape of how we understand contemporary slavery and those other servitudes which constitute human exploitation."]