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Quantization in Graph Convolutional Neural Networks
(Chapter; Peer reviewed, 2021) -
Radio Map Estimation in the Real-World : Empirical Validation and Analysis
(Journal article; Peer reviewed, 2023)Radio maps quantify received signal strength or other magnitudes of the radio frequency environment at every point of a geographical region. These maps play a vital role in a large number of applications such as wireless ... -
Random Early Detection for Congestion Avoidance in Wired Networks: A Discretized Pursuit Learning-Automata-Like Solution
(Journal article; Peer reviewed, 2010)In this paper, we present a learning-automata-like (LAL) mechanism for congestion avoidance in wired networks. Our algorithm, named as LAL random early detection (LALRED), is founded on the principles of the operations of ... -
Real Models are Really on M0 – Or How to Make Programmers Use Modeling
(Chapter; Peer reviewed, 2020) -
Real Time Assessment of Potable Water Quality in Distribution Network based on Low Cost Multi-Sensor Array
(Journal article; Peer reviewed, 2018) -
Recent Advances in mmWave-Radar-Based Sensing, Its Applications, and Machine Learning Techniques: A Review
(Peer reviewed; Journal article, 2023)Human gesture detection, obstacle detection, collision avoidance, parking aids, automotive driving, medical, meteorological, industrial, agriculture, defense, space, and other relevant fields have all benefited from recent ... -
Recognition of Falls and Daily Living Activities Using Machine Learning
(Journal article; Peer reviewed, 2018)A robust fall detection system is essential to support the independent living of elderlies. In this context, we develop a machine learning framework for fall detection and daily living activity recognition. Using acceleration ... -
Recommendations on a Test Infrastructure for Evaluation of Touchscreen Assistive Technology for Visually Impaired Users
(Chapter; Peer reviewed, 2015)Mobile technologies’ touchscreen allows the use of choreography of gestures to interact with the user interface. Relevant aspects in mobile technology design become crucial when targeting users with disabilities. For ... -
The regression Tsetlin machine: a novel approach to interpretable nonlinear regression
(Peer reviewed; Journal article, 2019) -
Reinforcement Learning based Fault-Tolerant Routing Algorithm for Mesh based NoC and its FPGA Implementation
(Peer reviewed; Journal article, 2022)Network-on-Chip (NoC) has emerged as the most promising on-chip interconnection framework in Multi-Processor System-on-Chips (MPSoCs) due to its efficiency and scalability. In the deep submicron level, NoCs are vulnerable ... -
Reinforcement learning with intrinsic affinity for personalized prosperity management
(Journal article; Peer reviewed, 2022)The purpose of applying reinforcement learning (RL) to portfolio management is commonly the maximization of profit. The extrinsic reward function used to learn an optimal strategy typically does not take into account any ... -
Reinforcement Learning Your Way : Agent Characterization through Policy Regularization
(Journal article; Peer reviewed, 2022)The increased complexity of state-of-the-art reinforcement learning (RL) algorithms has resulted in an opacity that inhibits explainability and understanding. This has led to the development of several post hoc explainability ... -
The Relationship Between Outbound and Inbound Communication in Government-to-Citizen Interaction
(Peer reviewed; Journal article, 2020) -
Relative evaluation of regression tools for urban area electrical energy demand forecasting
(Journal article; Peer reviewed, 2019)Load forecasting is the most fundamental application in Smart-Grid, which provides essential input to Demand Response, Topology Optimization and Abnormally Detection, facilitating the integration of intermittent clean ... -
Reliable Multicast D2D Communication over Multiple Channels in Underlay Cellular Networks
(Peer reviewed; Journal article, 2020)Multicast device-to-device (D2D) communications operating underlay with cellular networks is a spectral efficient technique for disseminating data to the nearby receivers. However, due to critical challenges such as, ... -
Reliable Underlay Device-to-Device Communications on Multiple Channels
(Chapter; Peer reviewed, 2019) -
Remote Patient Monitoring Within a Future 5G Infrastructure
(Peer reviewed; Journal article, 2010)Systems of wearable or implantable medical devices (IMD), sensor systems for monitoring and transmitting physiological recorded signals, will in future health care services be used for purposes of remote monitoring. Today, ... -
Remote Service Usage Through Sip with Multimedia Access as a Use Case
(Journal article; Peer reviewed, 2007)The IP Multimedia Subsystem is under deployment, as an IP-based service control and access infrastructure, but how it interconnects with residential appliances is currently unclear. With IMS access for the residential ... -
Representing fire emergency response knowledge through a domain modelling approach
(Journal article; Peer reviewed, 2016)When any kind of emergency occurs, Emergency Responders (ERs) from different emergency organizations (such as police, fire, ambulance and municipality) have to act concurrently to solve the difficulties which are posed at ... -
Responsible AI and Analytics for an Ethical and Inclusive Digitized Society
(Lecture Notes in Computer Science (LNCS);, Book, 2021)