A social network shows the relations that exist between people or organizations and how they are connected through social familiarities. Huge amounts of data about users and their relationships with each other are sto...
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this paper focuses on dataset class imbalances to address Named Entity Recognition (NER) difficulties in low-resource languages like Malayalam. the main goal is to draw attention to how important data sampling is for ...
this paper focuses on dataset class imbalances to address Named Entity Recognition (NER) difficulties in low-resource languages like Malayalam. the main goal is to draw attention to how important data sampling is for improving NER performance. through an exploration of various algorithms, particularly advanced models, our research demonstrates that data sampling significantly improves model precision and recall by harmonizing class distribution. Skewed datasets in low-resource languages make entity recognition less accurate, mostly because of the overrepresentation of the ‘O’ class. the work highlights how data sampling helps to progress NLP research and applications in low-resource linguistic situations and promotes successful transfer learning. the results highlight how crucial it is to correct dataset imbalances to create NER systems that are more reliable and accurate.
the proceedings contain 111 papers. the topics discussed include: security enhancement for SMS verification code in mobile payment;the construction of a big data e-commerce service platform driven by a cloud contact c...
ISBN:
(纸本)9781665496940
the proceedings contain 111 papers. the topics discussed include: security enhancement for SMS verification code in mobile payment;the construction of a big data e-commerce service platform driven by a cloud contact center;data classification and aggregation in flexible clothing based on cloud computing analysis;active guide system for the blind based on the internet of things and collaborative perception;digital twin model construction and management method of workshop based on cloud platform;a method for classifying buildings based on scan lines from airborne LiDAR point cloud data;design of distributed terminal data joint learning model based on blockchain;research on flexible job scheduling based on genetic prohibited search algorithm;development and prospect of computer aided engineering;and research and implementation of public laboratory information system based on CS structure.
Green Cloud computing is a scalable use of computing resources that uses a virtualized computing platform. Cloud services enable people and companies to use software and equipment that is remotely managed by other par...
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A decade-old innovation, cryptographic currency facilitates sophisticated transactions over an encoded distributed network. Bitcoin, the initial and most widely recognized cryptocurrency, is driving the development of...
A decade-old innovation, cryptographic currency facilitates sophisticated transactions over an encoded distributed network. Bitcoin, the initial and most widely recognized cryptocurrency, is driving the development of secure and immutable financial payment systems as a challenging innovation. Although digital currencies are unlikely to replace traditional government-issued money, they may have an impact on how global online marketplaces interact with one another by removing the constraints associated with traditional public currency forms and exchange rates. Gold is another commodity which greatly influences the world economy. this research aims to provide a study on hypothetical monetary differences between bitcoin and gold. this article also analyzes the legality of digital currencies and their susceptibility to future government regulations along with investment in Bitcoin and Gold.
A remote organization comprises of the many organization geographies that are broadly circulated, associated by moving hubs alluded to as portable hubs. Transfer innovation is utilized to upgrade parcel conveyance and...
A remote organization comprises of the many organization geographies that are broadly circulated, associated by moving hubs alluded to as portable hubs. Transfer innovation is utilized to upgrade parcel conveyance and work on the exhibition of remote organizations, tantamount to overall similarity for microwave access and LTE-A. Verification is crucial in an extremely remote geography because of thousands of clients speaking with each other with no recognizable proof. A public-key cryptanalytic rule that works withthe distributed key exchange algorithm is used for these authentications. the strategy for the Disseminated key trade calculation is that 2 clients solidly trade keys that they in the long run use to encode a message. the goal of our research is to reduce the amount of work in the relay network and increase performance in a way that is comparable to the quality factor. these parts. contemplate making a dependable way to decrease idleness and increment data rates, lastly, information move is one of the critical difficulties in remote systems administration, then, at that point, we will generally consider a jump by-bounce plot.
Efficient resource allocation and scheduling algorithms are essential for various distributed applications, ranging from wireless networks and cloud computing platforms to autonomous multi-agent systems and swarm robo...
Efficient resource allocation and scheduling algorithms are essential for various distributed applications, ranging from wireless networks and cloud computing platforms to autonomous multi-agent systems and swarm robotic networks. However, real-world environments are often plagued by uncertainties and noise, leading to sub-optimal performance and increased vulnerability of traditional algorithms. this paper addresses the challenge of robust resource allocation and scheduling in the presence of noise and disturbances. the proposed study introduces a novel sign-based dynamics for developing robust-to-noise algorithms distributed over a multi-agent network that can adaptively handle external disturbances. Leveraging concepts from convex optimization theory, control theory, and network science the framework establishes a principled approach to design algorithms that can maintain key properties such as resource-demand balance and constraint feasibility. Meanwhile, notions of uniform-connectivity and versatile networking conditions are also addressed.
the proceedings contain 17 papers. the special focus in this conference is on Cloud computing. the topics include: Design of an Evaluation System of Limb Motor Function Using Inertial Sensor;Towards a GPU-Acceler...
ISBN:
(纸本)9783030991906
the proceedings contain 17 papers. the special focus in this conference is on Cloud computing. the topics include: Design of an Evaluation System of Limb Motor Function Using Inertial Sensor;Towards a GPU-Accelerated Open Source VDI for OpenStack;trustworthy IoT computing Environment Based on Layered Blockchain Consensus Framework;heuristic Network Security Risk Assessment Based on Attack Graph;research on Network Security Automation and Orchestration Oriented to Electric Power Monitoring System;Energy- and Reliability-Aware Computation Offloading with Security Constraints in MEC-Enabled Smart Cities;a Review of Cross-Blockchain Solutions;a Survey of Traffic Prediction Based on Deep Neural Network: Data, Methods and Challenges;a Dynamic Gesture Recognition Control File Method Based on Deep Learning;A Lightweight FCNN-Driven Approach to Concrete Composition Extraction in a distributed Environment;triangle Coordinate Diagram Localization for Academic Literature Based on Line Segment Detection in Cloud computing;optimizing Fund Allocation for Game-Based Verifiable Computation Outsourcing;a Survey of Face Image Inpainting Based on Deep Learning;layered Service Model Architecture for Cloud computing;KPG4Rec: Knowledge Property-Aware Graph for Recommender Systems.
A significant increase in heterogeneous distributedcomputing has allowed for significant advancements in cyber physical systems (CPS). An additional strategy for enhancing system sustainability is to combine CPS with...
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the invention of hybrid technologies and the internet has redefined the way of life. Smartphones and social media platforms become the fuel of the young generation. Social media can control the usage pattern and has a...
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