The proceedings contain 10 papers. The topics discussed include: QROSS: QUBO relaxation parameter optimization via learning solver surrogates;VPN-nonVPN traffic classification using deep reinforced naive bayes and fuz...
ISBN:
(纸本)9781665449328
The proceedings contain 10 papers. The topics discussed include: QROSS: QUBO relaxation parameter optimization via learning solver surrogates;VPN-nonVPN traffic classification using deep reinforced naive bayes and fuzzy k-means clustering;personalized federated learning by structured and unstructured pruning under data heterogeneity;effect-centric networking;joint offloading and resource allocation of UAV-assisted mobile edge computing with delay constraints;backup placement in WSNs in the network management distributed setting;AI-based robust convex relaxations for supporting diverse QoS in next-generation wireless systems;dynamic DNN decomposition for lossless synergistic inference;and joint offloading and resource allocation of UAV-assisted mobile edge computing with delay constraints.
The proceedings contain 120 papers. The topics discussed include: quadratic-time algorithms for optimal min-max barrier coverage with mobile sensors on the plane;function delivery network: extending serverless to hete...
ISBN:
(纸本)9781665445139
The proceedings contain 120 papers. The topics discussed include: quadratic-time algorithms for optimal min-max barrier coverage with mobile sensors on the plane;function delivery network: extending serverless to heterogeneous computing;application monitoring as a network service;complexity-aware adaptive training and inference for edge-cloud distributed ai systems;bankrupting sybil despite churn;Occam: a secure and adaptive scaling scheme for permissionless blockchain;MVCom: scheduling most valuable committees for the large-scale sharded blockchain;joint order dispatch and repositioning for urban vehicle sharing systems via robust optimization;Dyconits: scaling minecraft-like services through dynamically managed inconsistency;PupilMeter: modeling user preference with time-series features of pupillary response;and on private data collection of hyperledger fabric.
The proceedings contain 79 papers. The topics discussed include: plant health app: a tool for plant enthusiasts;supercapacitor based STATCOM for enhancing power quality in grid-connected photovoltaic systems;dynamic a...
ISBN:
(纸本)9798350350593
The proceedings contain 79 papers. The topics discussed include: plant health app: a tool for plant enthusiasts;supercapacitor based STATCOM for enhancing power quality in grid-connected photovoltaic systems;dynamic and static wireless charging of EVs using solar energy;development of CheXNet-based web application to detect pneumonia using chest x-ray images;machine learning and deep learning for knee osteoarthritis diagnosis: a survey on classification and severity grading;gesture-enhanced presentation control for education;dynamic surveillance : integration of VGG and ResNET;smart garbage sorting system: integrating robotic arm and machine learning for segregation;NURTURHUB: a smart maternal health monitoring device for postpartum depression;and implementation of digital FIR filter using optimized hybrid arithmetic unit.
The proceedings contain 153 papers. The topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID d...
ISBN:
(纸本)9798350329223
The proceedings contain 153 papers. The topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID data communication based on tensor decomposition;HKTGNN: hierarchical knowledge transferable graph neural network-based supply chain risk assessment;DQR-TTS: semi-supervised text-to-speech synthesis with dynamic quantized representation;deep reinforcement learning-based network moving target defense in DPDK;iNUMAlloc: towards intelligent memory allocation for AI accelerators with NUMA;and predictive queue-based low latency congestion detection in data center networks.
The proceedings contain 53 papers. The topics discussed include: cloud-enabled blood bank management for an efficient healthcare system;a face forgery video detection model based on knowledge distillation;design of a ...
ISBN:
(纸本)9798350391954
The proceedings contain 53 papers. The topics discussed include: cloud-enabled blood bank management for an efficient healthcare system;a face forgery video detection model based on knowledge distillation;design of a sharing system based on privacy-preserving personal data;optimizing software evolution: navigating the landscape through concept location;DGBot: a DeGlobalizing graph transformer model for bot detection;radio number of the cartesian product of stars and middle graph of cycles;image denoising based on Swin transformer residual Conv U-Net;a social network analysis of user-organized community on digital music platform;differential game and simulation of supply chain joint promotion considering spillover effect;and analysis of subjective evaluation of ai speech synthesis emotional expressiveness.
The proceedings contain 299 papers. The topics discussed include: time series modelling approach for predictive analytics;research on the recognition of accounting information distortion by random forest algorithm;rec...
ISBN:
(纸本)9798350318609
The proceedings contain 299 papers. The topics discussed include: time series modelling approach for predictive analytics;research on the recognition of accounting information distortion by random forest algorithm;reconstruction and update of 3D model of mechanical products based on 3D point cloud data;prediction of soil organic carbon content using machine learning based fuzzy C-means clustering;fault detection and classification in power transmission lines using discrete wavelet transform-based swish recurrent neural network;immersive dramatic space 3D layout using panoramic image reconstruction algorithm;multi-objective optimization of noise in a high-speed railway by a hybrid algorithm;new energy vehicle customer mining model based on machine learning algorithm;and robotization of agriculture using image processing techniques.
The proceedings contain 165 papers. The topics discussed include: overlapped mobile charging for sensor networks;SAFEPAY on ethereum: a framework for detecting unfair payments in smart contracts;continuous, real-time ...
ISBN:
(纸本)9781728170022
The proceedings contain 165 papers. The topics discussed include: overlapped mobile charging for sensor networks;SAFEPAY on ethereum: a framework for detecting unfair payments in smart contracts;continuous, real-time object detection on mobile devices without offloading;distributionally robust edge learning with dirichlet process prior;CAPMAN: cooling and active power management in *** battery supported devices;PerDNN: offloading deep neural network computations to pervasive edge servers;more realistic website fingerprinting using deep learning;exact consensus under global asymmetric byzantine links;communication-efficient decentralized learning with sparsification and adaptive peer selection;and energy efficient in-memory integer multiplication based on racetrack memory.
The proceedings contain 53 papers. The topics discussed include: 3D mapping without human intervention in uneven environments;an earth observing system for monitoring the distribution of plastic marine debris;ResNet-b...
ISBN:
(纸本)9798350340129
The proceedings contain 53 papers. The topics discussed include: 3D mapping without human intervention in uneven environments;an earth observing system for monitoring the distribution of plastic marine debris;ResNet-based gait recognition: leveraging deep learning for accurate biometric identification;performance comparison of rotor flux based and back EMF based model reference adaptive system speed estimator for 3 phase induction motor;employing machine learning in a multimodal approach for brain stroke modelling and identification;transhumeral sensory system to control robotic arm;machine learning approaches for abandoned luggage detection;a study on paraphrase corpus detection using various ml models;and robust body biased level shifter.
The proceedings contain 163 papers. The topics discussed include: analysis of technologies used in automatic medicine dispensing systems;effective usage of cognitive computing for designing smart sensing systems and n...
ISBN:
(纸本)9781665483162
The proceedings contain 163 papers. The topics discussed include: analysis of technologies used in automatic medicine dispensing systems;effective usage of cognitive computing for designing smart sensing systems and networks in transportation;using behavior of social network: Bayesian consideration;emotion recognition from Mizo speech: a signal processing approach;Note-ing hill: a note-making application;detection of different types of blood cells: a comparative analysis;realization of alumina based pressure window at microwave frequencies;a deep-learning based approach to resource allocation in noma based cognitive radio network with heterogeneous IoT users;and design of suboptimal controller for improved dynamic response in dc microgrid linked to multiple constant power loads.
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