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Deep Determinantal Q-Learning with Role Aware
Q-DPP is a multi-agent reinforcement learning (MARL) algorithm capable of eliminating the priori structural constraints on the central value...
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Distributed privacy preservation for online social network using flexible clustering and whale optimization algorithm
Over the past few years, global use of Online Social Networks (OSNs) has increased. The rising use of OSN makes protecting users’ privacy from OSN...
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Textile Industry Circular Supply Chains and Digital Product Passports. Two Case Studies
The textile industry is the second largest polluting industry in the world resulting in significant social and environmental impacts throughout its...
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Idea Browsing on Digital Participation Platforms: A Mixed-Methods Requirements Study
Digital participation platforms (DPP) are websites initiated by local governments through which citizens can post and react to ideas for their city....
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Elastic Resource Allocation in Sharding-Based Blockchains
This chapter studies the PBFT-based sharded permissioned blockchain, which executes in either a local datacenter or a rented cloud platform. In such...
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Determinantal point process-based new radio unlicensed link scheduling for multi-access edge computing
The combination of Multi-access Edge Computing (MEC) and New Radio Unlicensed (NR-U) can provide more powerful computing power and wireless access...
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Purchase Pattern Based Anti-Fraud Framework in Online E-Commerce Platform Using Graph Neural Network
Click Farming is fraudulent behaviors sponsored by malicious merchants to increase exposure by hiring fraudulent teams to place fraudulent orders,...
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Robustness of Multiple Imputation Methods for Missing Risk Factor Data from Electronic Medical Records for Observational Studies
Evaluating appropriate methodologies for imputation of missing outcome data from electronic medical records (EMRs) is crucial but lacking for...
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Should All Proposals Be Treated Equally in Object Detection?
The complexity-precision trade-off of an object detector is a critical problem for resource constrained vision tasks. Previous works have emphasized...
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“Two Way or Go Away”: Development of DPP (Digital Presentation Platform) Which Supports to Make a College Teachers Get Two-Way Communication Classroom as a Facilitators
“Two Way or Go Away”: If your class isn’t a two-way classroom, then you have to go away from your classroom. This gentle call to veteran educators at...
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Human pose estimation model based on DiracNets and integral pose regression
Human pose estimation has achieved great progress in recent years. However, many methods use max pooling, average pooling, or simple downsampling in...
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Filtered Trajectory Recovery: A Continuous Extension to Event-Based Model for Alzheimer’s Disease Progression Modeling
Event-based model (EBM) is a flexible way to model the progression of Alzheimer’s disease. The core of EBM is to use an ordering of events to build...
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AuraEN: Autonomous Resource Allocation for Cloud-Hosted Data Processing Pipelines
Ensuring cost-effective end-to-end QoS in an IoT data processing pipeline (DPP) is a non-trivial task. A key factor that affects the overall...
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Ensemble of Adapters for Transfer Learning Based on Evidence Theory
Transfer learning hopes to borrow transferable knowledge from source domain (related domain) to build up an adapter for target domain. Since the...
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Artificial intelligence paradigm for ligand-based virtual screening on the drug discovery of type 2 diabetes mellitus
BackgroundNew dipeptidyl peptidase-4 (DPP-4) inhibitors need to be developed to be used as agents with low adverse effects for the treatment of type...
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Surface Traversing and Encoding in 3D Images
This chapter describes two algorithms of traversing surfaces in 3D images and the theory of subdividing a surface into digital plane patches (DPP)....
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A Reference Architecture for Digital Product Passports at Batch Level to Support Manufacturing Supply Chains
Despite the availability of metrics and measurement tools, the lack of formal models and standardization concerning product lifecycle information...
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Multimodal multi-objective optimization via determinantal point process-assisted evolutionary algorithm
Multimodal multi-objective optimization problems (MMOPs) are widely present in real life. Due to the need of balancing between convergence and...
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STVgoDigital: A Digital Product Passport Solution
The Textile & Clothing sector is a significant global industrial sector with substantial environmental and social impacts, particularly in develo**...
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Fragment-Based Drug Design to Discover Novel Inhibitor of Dipeptidyl Peptidase-4 (DPP-4) as a Potential Drug for Type 2 Diabetes Therapy
Diabetes mellitus is among the highest cause of death in the world. Medicinal treatment of diabetes mellitus can be achieved by inhibiting Dipeptidyl...