The proceedings contain 40 papers. The topics discussed include: DBFed: debiasing federated learning framework based on domain-independent;information fusion channel pruning for accelerating neural networks;multi-skil...
ISBN:
(纸本)9798350331240
The proceedings contain 40 papers. The topics discussed include: DBFed: debiasing federated learning framework based on domain-independent;information fusion channel pruning for accelerating neural networks;multi-skill policy transfer by option-based deep reinforcement learning for autonomous driving;JP-DouZero: an enhanced DouDiZhu AI based on reinforcement learning with peasant collaboration and intrinsic rewards;SolScope: effectively hunting potential permission backdoor threats in smart contracts;IoT device identification base on inter-flow correlation analysis using graph neural network;weakly supervised target-speaker voice activity detection;joint optimization of energy distribution, path selection and time allocation for smart reflector assisted mmWave communication system;INVA: an intelligent network virtualization architecture for bigdata platform;SAC: dynamic caching upon sketch for in-memory bigdata analytics;and a coalitional autonomous guiding model considering traffic and non-traffic participants.
The proceedings contain 90 papers. The topics discussed include: discovering most important data quality dimensions using latent semantic analysis;an architecture utilizing human emotions and activities recognition fo...
ISBN:
(纸本)9781538630600
The proceedings contain 90 papers. The topics discussed include: discovering most important data quality dimensions using latent semantic analysis;an architecture utilizing human emotions and activities recognition for remote monitoring;impact of text pre-processing on the performance of sentiment analysis models for social media data;fuzzy approach to controller placement problem: fuzzy controller (FC);transparent protocol for interoperability in wireless sensor networks;flying adhoc network (FANETs): simulation based performance comparison of routing protocols: AODV, DSDV, DSR, OLSR, AOMDV and HWMP;channel selection technique to satisfy secondary users quality of service (QoS) requirements in TV white space;transboundry movement of electronic waste, issues and challenges in African countries;evaluation of identity and access assurance component model dimensions;improve decision making towards universities performance through bigdata analytics;users' perceptions on security of mobile computing for adoption of e-applications in South Africa;a structural and navigational method for integrated organizational information privacy protection;and adoption of the ICT security culture in SMME's in the Gauteng Province, South Africa.
The proceedings contain 91 papers. The topics discussed include: predicting stock price movement with social media and deep learning;quality of transmission aware routing and wavelength assignment algorithm for blocki...
ISBN:
(纸本)9781728167701
The proceedings contain 91 papers. The topics discussed include: predicting stock price movement with social media and deep learning;quality of transmission aware routing and wavelength assignment algorithm for blocking minimization in translucent optical networks;harmonic current and voltage monitoring using artificial neural network;enhancing AODV protocol using QoS constraints to improve routing in cognitive radio ad hoc networks;comparison of improved MMSE and the SemiBlind channel estimation methods;a comparative study of dotNetRDF and *** semantic web libraries;voltage stability enhancement studies for distribution network with installation of FACTS;and a deep learning algorithm for detection of potassium deficiency in a red grapevine and spraying actuation using a raspberry pi3.
The proceedings contain 55 papers. The topics discussed include: blockchain-based property sukuk models for the Indonesian market;transaction speed, network activity, and power consumption in Ethereum, Ethereum layer ...
ISBN:
(纸本)9798350368451
The proceedings contain 55 papers. The topics discussed include: blockchain-based property sukuk models for the Indonesian market;transaction speed, network activity, and power consumption in Ethereum, Ethereum layer 2, and EVM-compatible protocols: a quantitative study;Signchain: enhanced digital signature system security with HashIDs in blockchain;using time series analysis to predict earthquake;event-driven architecture (EDA) vs API-driven architecture (ADA): which performs better in microservices?;discovering influencers and communities through the use of social network and topic modelling: insights from Traveloka;duplicate account detection on Instagram, twitter, and YouTube using deep learning;grouping and categorizing data from social networking applications for forensic analysis;and detection of online gambling web defacement in university domains using attack signatures.
The proceedings contain 121 papers. The topics discussed include: a universal control system for self-driving car towards urban challenges;autonomous driving control using end-to-end deep learning;super-resolution of ...
ISBN:
(纸本)9781728160344
The proceedings contain 121 papers. The topics discussed include: a universal control system for self-driving car towards urban challenges;autonomous driving control using end-to-end deep learning;super-resolution of license plate images via character-based perceptual loss;KISTI vehicle-based urban sensing dataset;deep neural networks on chip - a survey;importance of data distribution on hive-based systems for query performance: an experimental study;de-identification and privacy issues on bigdata transformation;deep learning based response generation using emotion feature extraction;and intellectual priority-based low latency data delivery scheme for multi-interface and multi-channel devices in multi-hop wireless mesh networks.
The proceedings contain 32 papers. The topics discussed include: a study on exploit development;mining of microsatellites in genomic data using a hybrid approach with range tree applications;empirical evaluation of in...
ISBN:
(纸本)9798350309904
The proceedings contain 32 papers. The topics discussed include: a study on exploit development;mining of microsatellites in genomic data using a hybrid approach with range tree applications;empirical evaluation of in silico microsatellites mining tools designed using NextGen technology in crops;comparative study of ransomwares;a comparative analysis of stock price prediction techniques;a comparative study of different convolution neural network architectures for hyperspectral image classification;uses of social media and computer technologies for guest satisfaction and recommendation analysis using machine learning in hotels industries;acceptance of the nanotechnology in the food industry for customer satisfaction;a novel scheme for feature selection using filter approach;machine learning approaches for crop yield prediction: a review;and significant impact of 5G technology worldwide: with special reference to specific industries and countries.
The proceedings contain 16 papers. The topics discussed include: the effect of computerized accounting information systems, bigdata analysis, and internal audit in accounting fraud detection;a study comparing the mod...
ISBN:
(纸本)9781450399975
The proceedings contain 16 papers. The topics discussed include: the effect of computerized accounting information systems, bigdata analysis, and internal audit in accounting fraud detection;a study comparing the model skill of LR, DF, and SVM in determining likelihood of grant and registration of patents and utility models assisted by technology application and promotion institute (DOST-TAPI) through predictive analytics;bigdata analysis and mining for people’s livelihood appeal;HMCAT: hierarchical multi-task and commonsense aware transformer for emotion recognition in conversation;analysis of social interrelationship with multi-source interactive information;the mutual intelligibility of English front vowels by Cantonese, Mandarin and English native speakers;and keyword-driven conversational question generation in human-like dialog agent.
The proceedings contain 93 papers. The topics discussed include: designing and implementing chatbot dialogues for effective knowledge exchange: a methodological approach;combining human-in-the-loop systems and ai fair...
ISBN:
(纸本)9798350370027
The proceedings contain 93 papers. The topics discussed include: designing and implementing chatbot dialogues for effective knowledge exchange: a methodological approach;combining human-in-the-loop systems and ai fairness toolkits to reduce age bias in AI job hiring algorithms;construction of ingredient embedding considering both cooking recipes and their ingredients;learning hierarchy-aware federated graph embedding for link prediction;an empirical study of utility and disclosure risk for tabular data synthesis models: in-depth analysis and interesting findings;unsupervised multi-head attention autoencoder for multivariate time-series anomaly detection;security evaluation of emojis in NLP tasks;a study on the motion sickness reduction technology in vehicle media environment;and emergency landing field identification based on artificial neural networks.
The proceedings contain 45 papers. The topics discussed include: bridging the European earth-observation and AI communities for data-intensive innovation;ECG classification using deep CNN and Gramian angular field;dig...
ISBN:
(纸本)9798350333794
The proceedings contain 45 papers. The topics discussed include: bridging the European earth-observation and AI communities for data-intensive innovation;ECG classification using deep CNN and Gramian angular field;digital twin-driven degradation modeling method for control moment gyroscope health management;safe route recommendation based on crime risk prediction with urban and crime data;illicit item detection in X-ray images for security applications;hybrid deep learning for efficient detection of recalled products;attribute-based access control rules supported by biclique patterns;innovative and successful real-time automatization for production in oil and gas industry detection of anomalies in multivariate time series using ensemble techniques;and data-driven analysis of EV energy prediction and planning of EV charging infrastructure.
The proceedings contain 39 papers. The topics discussed include: adaptive coupling model of time synchronization and topology control in large-scale wireless sensor networks;on measurement of the spatio-frequency prop...
ISBN:
(纸本)9781538680216
The proceedings contain 39 papers. The topics discussed include: adaptive coupling model of time synchronization and topology control in large-scale wireless sensor networks;on measurement of the spatio-frequency property of OFDM backscattering;global Wi-Fi positioning method based on online clustering algorithm;outage probability analysis of decode-and-forward relaying systems with energy harvesting;user-transition behavior analysis in data publication using bipartite graph;adaptive compressed classification for energy efficient activity recognition in wireless body sensor networks;a framework for enhancing word embeddings with task-specific information;demand estimation of public bike-sharing system based on temporal and spatial correlation;and control with gestures: a hand gesture recognition system using off-the-shelf smartwatch.
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