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Pattern Recognition Model to Aid the Optimization of Dynamic Spectrally-Spatially Flexible Optical Networks
The following paper considers pattern recognition-aided optimization of complex and relevant problem related to optical networks. For that problem,...
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Hybrid learning model for spatio-temporal forecasting of PM\(_{2.5}\) using aerosol optical depth
Existence of several challenges and high cost in the development of monitoring infrastructure have become major reasons for data sparsity by...
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Efficient data interpretation and artificial intelligence enabled IoT based smart sensing system
Underwater wireless communications (UWC), based on acoustic waves, radio frequency waves, and optical waves, are currently deployed using underwater...
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Prediction of Casting Mechanical Parameters Based on Direct Microstructure Image Analysis Using Deep Neural Network and Graphite Forms Classification
This paper presents methods of prediction of casting mechanical parameters based on direct microstructure image analysis using deep neural networks...
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Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography
Displacement estimation is a critical step of virtually all Ultrasound Elastography (USE) techniques. Two main features make this task unique...
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Synthetic Data Generation and Shuffled Multi-Round Training Based Offline Handwritten Mathematical Expression Recognition
Offline handwritten mathematical expression recognition is a challenging optical character recognition (OCR) task due to various ambiguities of...
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Effective offline handwritten text recognition model based on a sequence-to-sequence approach with CNN–RNN networks
Automatic text recognition system might serve as an important factor in creating a paperless environment through digitizing and processing the...
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Towards converged, collaborative and co-automatic (3C) optical networks
The interconnection of all things is develo** a new diagram of future information networks. However, it is difficult to realize future applications...
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Cognition-Driven Traffic Simulation for Unstructured Road Networks
Dynamic changes of traffic features in unstructured road networks challenge the scene-cognitive abilities of drivers, which brings various...
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Techno-economic Analysis Highlighting Aspects of 5G Network Deployments at Railway Environments
5G and beyond networks will comprise versatile infrastructures consisting of multiple disaggregated pools of network, compute and storage resources,...
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Data augmentation for handwritten digit recognition using generative adversarial networks
Supervised learning techniques require labeled examples that can be time consuming to obtain. In particular, deep learning approaches, where all the...
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Path Computation for Dynamic Provisioning in Multi-Technology Multi-Layer Transport Networks
Service providers employ different transport technologies such as PDH, SDH/SONET, OTN, DWDM, Ethernet, MPLS-TP to support different types of traffic...
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Infusing Physically Inspired Known Operators in Deep Models of Ultrasound Elastography
The displacement estimation step of Ultrasound Elastography (USE) can be done by optical flow Convolutional Neural Networks (CNN). Even though...
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Experimental Evaluation of Dynamic Resource Orchestration in Multi-layer (Packet over Flexi-Grid Optical) Networks
In future 5G infrastructures, network services will be deployed through sets of Virtual Network Functions (VNFs) leveraging the advantages of both...
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Transfer Learning in Optical Microscopy
Image synthesis is nowadays a very rapidly evolving branch of deep learning. One of possible applications of image synthesis is an image-to-image...
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Wide-sense nonblocking multicast in WRMD WDM optical linear array and ring
Multicast communication is the simultaneous transmission of information from a single source to various destinations. It occurs extensively in...
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A routing and spectrum assignment algorithm in elastic optical network based on minimizing contiguity reduction
Elastic optical network, due to its flexibility of spectrum assignment, has been the most promising technology in the next generation of backbone...
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Incorporating grooming in protection based elastic optical network
The transition from wavelength routed optical networks to the elastic optical network was evident because of the limitations of the wavelength...
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Enhancing sustainable 5G powered agriculture 4.0 : Summary of low power connectivity, internet of UAV things, AI solutions and research trends
Emerging technologies of Agriculture 4.0 such as the Internet of Things (IoT), Cloud Computing, Artificial Intelligence (AI), and 5G network services...
