The proceedings contain 14 papers. The special focus in this conference is on internationalconference on information, communication and computingtechnology. The topics include: High Speed and Efficient Reconfigurabl...
ISBN:
(纸本)9783031438370
The proceedings contain 14 papers. The special focus in this conference is on internationalconference on information, communication and computingtechnology. The topics include: High Speed and Efficient Reconfigurable Histogram Equalisation Architecture for Image Contrast Enhancement;A Practical Use for AI-Generated Images;homomorphic Encryption Schemes Using Nested Matrices;a Deep Learning Model for Heterogeneous Dataset Analysis - Application to Winter Wheat Crop Yield Prediction;An ARIMA and XGBoost Model Utilized for Forecasting Municipal Solid Waste Generation;an Empirical Study of Intrusion Detection by Combining Clustering and Classification Methods;personalized Movie Recommendation Prediction Using Reinforcement Learning;an Ensemble and Deep Neural Network Based Approaches for Automated Sentiment Analysis;In-store Product Placement Using LiDAR-Assisted Discrete PSO Algorithm;deep Residual Variational Autoencoder for Image Super-Resolution;Hybrid HAN Model to Investigate Depression from Twitter Posts;transfer Learning-Based Encoder-Decoder Model for Skin Lesion Segmentation.
The proceedings contain 35 papers. The special focus in this conference is on advances in information and communicationtechnology. The topics include: A Real-time Crowd Density Level Detection System;an Architecture ...
ISBN:
(纸本)9783031495281
The proceedings contain 35 papers. The special focus in this conference is on advances in information and communicationtechnology. The topics include: A Real-time Crowd Density Level Detection System;an Architecture for More Fine-Grained Hidden Representation in Named Entity Recognition for Biomedical Texts;application of Deep Learning Methods for Forest Fire Intelligent Image Processing;choosing Data Points to Label for Semi-supervised Learning Based on Neighborhood;classification of Fermentation Levels of Cacao Beans (Theobroma cacao L.) Using Sensing technology and Neural Networks;DCDynUnet: Deep Supervision Attention Context for Brain Segmentation;enhancing Wildfire Detection Using Semi-supervised Fuzzy Clustering on Satellite Imagery;Evaluating the Performance of Some Deep Learning Model for the Problem of Emotion Recognition Based on EEG Signal;a Novel Arm Bone Fracture Detection Using Deep Learning;feature Reduction for Interpretability of Neuro-Fuzzy Classifier;improved Accuracy of Path System on Creating Intelligence Base;the Vehicle Routing Problem with Drones for Fresh Agricultural Products;ViT-SigNet: Combining Deep CNN and Vision Transformer for Enhanced Signature Verification;combining Local Search and Multi-objective Optimization Algorithm in Signalized Intersection Optimization;Comparative Evaluation of PRR and PODA Methods for Model Order Reduction in Electrical Circuits;data-Driven Narratives: Unleashing the Potential of R for Journalistic Storytelling;dynamic Analysis of Capsubot Model in Liquid Environment by Numerical Method;genetic Programming–A Preliminary Study of Knowledge Transfer in Mutation;improvement of Spectral Clustering Method in Social Network Community Detection;a Systematic Review of Artificial Intelligence in Geographic information Systems;probable Characteristics of Multi-channel Queuing Systems with "Impatient" and "Patient" Claims.
The proceedings contain 11 papers. The special focus in this conference is on information, communication and computingtechnology. The topics include: A Systematic Study on LoRa communication in IoT: Implementation Ch...
ISBN:
(纸本)9783031209765
The proceedings contain 11 papers. The special focus in this conference is on information, communication and computingtechnology. The topics include: A Systematic Study on LoRa communication in IoT: Implementation Challenges and Research Solutions;A Low Complexity CFO Reduction Technique for LFDMA Systems;DICCh-D: Detecting IPv6-Based Covert Channels Using DNN;image Caption Generation for Low Light Images;a Study on Feature Selection for Gender Detection in Speech Processing for Assamese Language;Bengali Fake News Detection: Transfer Learning Based Technique with Masked LM Process by BERT;crowd Counting Using Federated Learning and Domain Adaptation;news Headline Generation Using Abstractive Text Summarization;preface.
This book includes selected contributions related to big data and data networking, presented at the 13th internationalconference on computing and informationtechnology (IC2IT), which was held at the Arnoma Grand Hot...
ISBN:
(纸本)9783319606620
This book includes selected contributions related to big data and data networking, presented at the 13th internationalconference on computing and informationtechnology (IC2IT), which was held at the Arnoma Grand Hotel Bangkok, Thailand, July 67, 2017. The aim of the conference was to present emerging algorithms, methods and technologies with a high degree of originality, novelty and innovation addressing the conference theme `Mastering Data and Networking. Section 1 and 2 discuss various aspects of data mining and corresponding applications. Section 3 focuses on speed and overhead networking optimisation problems, as well as energy problems of autonomous systems, which are becoming increasingly important. The key to addressing these problems is properly determining critical parameters. Section 4 sheds light on natural language processing, including extraction of trends and popularity and recognition of emotions as well as classic topics such as detection and classification.
The proceedings contain 13 papers. The special focus in this conference is on information, communication and computingtechnology. The topics include: Analysing the Role of Post Click Factors in Generating Leads Throu...
ISBN:
(纸本)9783031724824
The proceedings contain 13 papers. The special focus in this conference is on information, communication and computingtechnology. The topics include: Analysing the Role of Post Click Factors in Generating Leads Through Search Advertising;mCLIP: Multimodal Approach to Classify Memes;Enhancing Marine Litter Management in the Gulf of Aqaba Through AI;solving the Rush Hour Puzzle Problem by Different Heuristics;advancing Precision Agriculture: Machine Learning-Based Crop Recommendation for Optimal Yield;Low-Cost Biodegradable Composite-Shaped Split Ring Resonator (SRR) Based Sensor for Breast Cancer Assessment;XR-Menu: Food Ordering System in Extended Reality Application;Predicting Crime Hot Spots Using Machine Learning Algorithms: Cities in USA and South Africa;Experience with the Implementation of Machine Learning on ESP32-Based Edge Devices;Stock Open Price Prediction of Software Companies in the BSE SENSEX 50 Index;implementation of Morphological Fractional Order Darwinian Operator for Brain Tumour Localization.
Convolutional neural networks (CNNs) have emerged as a powerful tool for object detection and recognition. Recent advances in CNNs have improved their performance on object detection by incorporating innovative convol...
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With the development of information and communicationtechnology, machine learning has become an indispensable technical tool in many industrial and research fields. However, there is a large amount of personal inform...
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The proceedings contain 74 papers. The topics discussed include: an algorithm based on attention mask for fine-grained object detection;an intelligent customer service system for securities industry based on compound ...
ISBN:
(纸本)9781665418683
The proceedings contain 74 papers. The topics discussed include: an algorithm based on attention mask for fine-grained object detection;an intelligent customer service system for securities industry based on compound corpus and text vector;preliminary design of underwater unmanned vehicle integrated system evaluation;Resnet-based quality evaluation of image mosaic and training data balance;an adaptive-stylization-based dynamic residual-multi-stage and multi-pooling approach to arbitrary image style transfer;algorithm of handwritten string segmentation based on recursive Rraining in background domain;a novel big data cleaning algorithm based on edge computing in industrial internet of things;and recognition of air traffic controller’s mouth state based on deep convolutional neural network.
Bird strikes during landing or takeoff can result in fatalities and catastrophic accidents, raising concerns about loss of life for the aviation sector. This study explored the potential of employing machine-learning ...
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In border areas where the risk of unauthorized interception is high, the proposed LiFi system presents a valuable solution. Unlike conventional systems that broadcast signals in the receiver's direction, making th...
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In border areas where the risk of unauthorized interception is high, the proposed LiFi system presents a valuable solution. Unlike conventional systems that broadcast signals in the receiver's direction, making them susceptible to interception, our system utilizes optical laser technology for data transfer. The unique feature of this system is that only aligned receivers can effectively receive the data, significantly reducing the risk of unauthorized interception. Moreover, data transmission is limited to line-of-sight scenarios, minimizing the possibility of interception. In the rare event of an unauthorized receiver gaining access, the authorized receiver can promptly detect the interception by observing the absence of data reception through the laser. This ability provides a safeguard against potential threats, enabling the option to halt communication or counteract any attempt at transmitting misleading information. This research contributes to the advancement of secure communication strategies, particularly in sensitive border region.
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