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08/01/2023
Adaptive Bitrate Video Semantic Communication over Wireless Networks
This paper investigates the adaptive bitrate (ABR) video semantic commun...
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03/13/2023
Near-Field Beam Training of Intelligent Reflecting Surface: A Novel Two-Layer Codebook
This paper investigates the codebook based near-field beam training of I...
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02/04/2023
Cross-Layer Federated Learning Optimization in MIMO Networks
In this paper, the performance optimization of federated learning (FL), ...
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01/30/2023
Sum-Rate Maximization for Active RIS-Aided Downlink RSMA System
In this paper, the problem of sum-rate maximization for an active reconf...
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10/11/2022
Image Segmentation Semantic Communication over Internet of Vehicles
In this paper, the problem of semantic-based efficient image transmissio...
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09/21/2022
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks
This paper considers improving wireless communication and computation ef...
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01/01/2022
Evolutionary trend of SARS-CoV-2 inferred by the homopolymeric nucleotide repeats
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the caus...
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08/10/2021
Multi-Factors Aware Dual-Attentional Knowledge Tracing
With the increasing demands of personalized learning, knowledge tracing ...
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04/04/2021
Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics
In this paper, the problem of minimizing the weighted sum of age of info...
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01/03/2021
Mobility-Aware Seamless Handover with MPTCP in Software-Defined HetNets
In this paper, the problem of vertical handover in software-defined netw...
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07/20/2020
A Machine Learning Approach for Task and Resource Allocation in Mobile Edge Computing Based Networks
In this paper, a joint task, spectrum, and transmit power allocation pro...
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03/24/2020
Genotyping coronavirus SARS-CoV-2: methods and implications
The emerging global infectious COVID-19 coronavirus disease by novel Sev...
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03/19/2020
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
In this paper, the problem of minimizing energy and time consumption for...
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09/17/2019
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks
In this paper, the problem of training federated learning (FL) algorithm...
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06/11/2019
Analysis of Memory Capacity for Deep Echo State Networks
In this paper, the echo state network (ESN) memory capacity, which repre...
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02/18/2019
Optimized Trajectory Design in UAV Based Cellular Networks for 3D Users: A Double Q-Learning Approach
In this paper, the problem of trajectory design of unmanned aerial vehic...
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02/14/2019
Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach
In this paper, the problem of wireless virtual reality (VR) resource man...
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12/04/2018
Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks
In this paper, the problem of enhancing the virtual reality (VR) experie...
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04/10/2018
Echo-Liquid State Deep Learning for 360^∘ Content Transmission and Caching in Wireless VR Networks with Cellular-Connected UAVs
In this paper, the problem of content caching and transmission is studie...
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01/29/2018
Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks
In this paper, the problem of joint caching and resource allocation is i...
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12/12/2017
Encoding DNA sequences by integer chaos game representation
DNA sequences are fundamental for encoding genetic information. The gene...
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11/25/2017
Echo State Transfer Learning for Data Correlation Aware Resource Allocation in Wireless Virtual Reality
In this paper, the problem of data correlation-aware resource management...
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10/09/2017
Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks
Next-generation wireless networks must support ultra-reliable, low-laten...
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07/31/2016
Identification of repeats in DNA sequences using nucleotide distribution uniformity
Repetitive elements are important in genomic structures, functions and r...
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03/06/2014