the proceedings contain 147 papers from the proceedings of the 16th IASTED internationalconference on Parallel and Distributed computing and systems. the topics discussed include: a grid simulation infrastructure sup...
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the proceedings contain 147 papers from the proceedings of the 16th IASTED internationalconference on Parallel and Distributed computing and systems. the topics discussed include: a grid simulation infrastructure supporting advance reservation;auction-based resource allocation protocols in grids;effectiveness of grid configurations on application performance;a constant time shortest-path routing algorithm for pyramid networks;wormhole routers for network-on-chop;communication optimization on broadcast-based clusters;a localization algorithm extension for the evolvable sensor network;and migration algorithms for automated load balancing.
the proceedings contain 140 papers. the topics discussed include: contention-aware data caching in wireless multihop ad hoc networks;hierarchical distributed data classification in wireless sensor networks;cooperative...
ISBN:
(纸本)9781424451135
the proceedings contain 140 papers. the topics discussed include: contention-aware data caching in wireless multihop ad hoc networks;hierarchical distributed data classification in wireless sensor networks;cooperative download in urban vehicular networks;on accuracy of region-based localization algorithms for wireless sensor networks;ratio-based zero-profiling indoor localization;surviving holes and barriers in geographic data reporting for wireless sensor networks;a mobility and congestion resilient data management system for distributed mobile networks;secure autoconfiguration and public-key distribution for mobile ad-hoc networks;ChainFarm: a novel authentication protocol for high-rate any source probabilistic broadcast;multicast capacity of multihop cognitive network;minimum maintenance cost routing in cognitive radio networks;and joint QoS-aware admission control, channel assignment, and power allocation for cognitive radio cellular networks.
the proceedings contain 76 papers. the special focus in this conference is on Evolutionary computation and optimization, Intelligent systems, Applications and classification and clustering methods. the topics include:...
ISBN:
(纸本)9783319018539
the proceedings contain 76 papers. the special focus in this conference is on Evolutionary computation and optimization, Intelligent systems, Applications and classification and clustering methods. the topics include: Parsimonious support vector machines modelling for set points in industrial processes based on genetic algorithm optimization;a multi-level filling heuristic for the multi-objective container loading problem;multiple choice strategy based pso algorithm with chaotic decision making – a preliminary study;optimization of solar integration in combined cycle gas turbines (ISCC);empirical study of the sensitivity of CACLA to sub-optimal parameter setting in learning feedback controllers;optimization design in wind farm distribution network;intelligent model to obtain initial and final conduction angle of a diode in a halfwave rectifier with a capacitor filter;the application of metamodels based on soft computing to reproduce the behaviour of bolted lap joints in steel structures;bayesian networks for greenhouse temperature control;enhanced image segmentation using quality threshold clustering for surface defect categorisation in high precision automotive castings;orthogonalmatching pursuit based classifier for premature ventricular contraction detection and text classification techniques in oil industry applications.
the proceedings contain 87 papers. the topics discussed include: misinformation detection in online social networks using content information;cybersecurity and IoT: open challenges and perspectives;an information cent...
ISBN:
(纸本)9781728129464
the proceedings contain 87 papers. the topics discussed include: misinformation detection in online social networks using content information;cybersecurity and IoT: open challenges and perspectives;an information centric networking approach to publish-subscribe in mobile IoT systems;social network analysis. why is it needed? how to do it? what can we expect from it?;combining edge and cloud for smart cities applications;comparison of lexicon performances on unstructured behavioral data;identifying influencers using time series analysis;an improvement proposal of genetic algorithms based on information entropy and game theory;and identifying concerned citizen communication style during the state parliamentary elections in Bavaria.
the proceedings contains 118 papers from the 1997 IEEE 6thinternationalconference on Universal Personal Communications Record. Topics discussed include: cellular radio system;multimedia networks;asynchronus transfer...
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the proceedings contains 118 papers from the 1997 IEEE 6thinternationalconference on Universal Personal Communications Record. Topics discussed include: cellular radio system;multimedia networks;asynchronus transfer mode networks;communication channels;code division multiple access systems;time division multiple access systems;spread spectrum communication systems;local area networks;network protocols;frequency hopping;and voice/data communication systems.
the proceedings contain 53 papers. the topics discussed include: Chinese and American leadership characteristics: discovery and comparison in multi-party on-line dialogues;detecting opinionated claims in online discus...
ISBN:
(纸本)9780769548593
the proceedings contain 53 papers. the topics discussed include: Chinese and American leadership characteristics: discovery and comparison in multi-party on-line dialogues;detecting opinionated claims in online discussions;utilizing semantic composition in distributional semantic models for word sense discrimination and word sense disambiguation;cognitive linguistics as the underlying framework for semantic annotation;expanded semantic graph representation for matching related information of interest across free text documents;natural language processing for semantic assistance in web portals;exploiting explicit annotations and semantic types for implicit argument resolution;evaluating temporal information understanding with temporal question answering;a collaborative classification-based search engine for prior art and solution search: Durham zoo;and managing massive data of the Internet of things through cooperative semantic nodes.
the proceedings contain 118 papers from Applied Computational Intelligence - proceedings of the 6thinternational FLINS conference. the topics discussed include: hand gesture as a means of human-friendly interface/int...
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ISBN:
(纸本)9812388737
the proceedings contain 118 papers from Applied Computational Intelligence - proceedings of the 6thinternational FLINS conference. the topics discussed include: hand gesture as a means of human-friendly interface/interaction;classifiers and decision makers;implication algebra by meta-theory of the uncertainty;a method of constructing a quasi-lattice implication algebra;on the construction of finite lattice implication algebras;some fuzzy LI-Ideals in lattice implication algebras;a resolution method on lattice-valued tense propositional logic and fuzzy analysis and calculation based on the structural element.
the proceedings contain 42 papers. the topics discussed include: a cross-layer MAC mechanism to solve performance anomaly in MANET;a trajectory-based power control scheme for wireless networks;energy efficient lossy d...
ISBN:
(纸本)9780769543154
the proceedings contain 42 papers. the topics discussed include: a cross-layer MAC mechanism to solve performance anomaly in MANET;a trajectory-based power control scheme for wireless networks;energy efficient lossy data aggregation in asynchronous sensor networks;towards energy-efficient algorithm-based estimation in wireless sensor networks;sleep-wakeup algorithms for virtual barriers of wireless sensor networks in 3D space;mitigate the bottleneck of underwater acoustic sensor networks via priority scheduling;link scheduling in wireless networks with successive interference cancellation;an efficient scheduling algorithm for data collection through multi-path routing structures in wireless sensor networks;shortest link scheduling with power control under physical interference model;integer programming scheme for target coverage in heterogeneous wireless sensor networks;and maximizing lifetime of sensor surveillance systems with directional sensors.
the proceedings contain 19 papers. the topics discussed include: fake news detection using machine learning with feature selection;simulation and analysis of an improved quality multilevel inverter for linear types of...
ISBN:
(纸本)9781665440394
the proceedings contain 19 papers. the topics discussed include: fake news detection using machine learning with feature selection;simulation and analysis of an improved quality multilevel inverter for linear types of load;recommendation engines: traditional vs deep learning approaches;climate change and covid-19 metaphors: environmental consciousness in social media;personalized engineering education model based on artificial intelligence for learning programming;ensemble transfer learning approach for breast cancer classification using thermograms;an efficient approach for load balancing in software-defined networks;diffusive nanoparticles and generation of repulsive effects by artificial electrical currents;understanding the global data of infections cases by covid-19 through gaussian and trapezoid models;and probabilities of risk due to random aerosol displacement and aleatory social distancing.
this research study analyzes YouTube comments' sentiment using Long Short-Term Memory (LSTM) networks, it is a type of Recurrent Neural Network (RNN) effective for sequential data. Our aim is to classify comments ...
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ISBN:
(数字)9798331522667
ISBN:
(纸本)9798331522674
this research study analyzes YouTube comments' sentiment using Long Short-Term Memory (LSTM) networks, it is a type of Recurrent Neural Network (RNN) effective for sequential data. Our aim is to classify comments into positive and negative categories. Considering the rise in content creators on different social media platforms, understanding comment sentiment is vital for them. We gathered a dataset of YouTube comments, preprocessed it to handle slang, abbreviations, and emoticons. Using word embeddings and LSTM layers, our model keeps contextual information and outperforms traditional machine learning algorithms and other deep learning architectures in accuracy, precision, and recall. Practical applications include enhanced content moderation, optimized recommendation systems, and real-time feedback for creators. Our findings highlight the importance of continuous model refinement and multimodal data integration for future sentiment analysis research.
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