東華大學圖書館 |

Machine learning and intelligent communications = 6th EAI International Conference, MLICOM 2021, virtual event, November 2021 : proceedings /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Machine learning and intelligent communications/ edited by Xiaolin Jiang.
Reminder of title:	6th EAI International Conference, MLICOM 2021, virtual event, November 2021 : proceedings /
remainder title:	MLICOM 2021
other author:	Jiang, Xiaolin.
corporate name:	International Conference on Machine Learning and Intelligent Communications
Published:	Cham :Springer International Publishing : : 2022.,
Description:	xi, 352 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Deep learning network for Frequency offset Cancellation in OFDM communication system -- Research on the Rising Phenomenons in the Bit Error Rate Performances of LT-Based UEP codes -- Ensemble Classification Technique for Cultural Heritage Image -- Power Allocation for Sum Rate Maximization of Uplink Massive MIMO System with Maximum Ratio Combining -- Research on Indoor Passive Location Based on LoRa Fingerprint -- Application of Dijkstra algorithm in optimal route selection under the background of TPACK education model -- The Wave Filter Design of UFMC Vehicle Communication System -- Research on Image Binary Classification Based on Fast Style Transfer Data Enhancement -- 3DCNN Backed Conv-LSTM Auto Encoder for Micro Facial Expression Video Recognition -- Research on charge and discharge control strategy of supercapacitor -- Intelligent wheelchair based on medical health examination -- Research on Forest Fire Image Recognition System in Northeast Forest Region Based on Machine Vision -- Research on Face Image Restoration Method Based on Improved WGAN -- Research on text communication security based on deep learning model -- Elimination of Network Intrusion using Advance Data Mining Technology -- Automatic Detection and Classification of Anti-Islamic Web Text-Contents -- Deep Learning Technique for Dessert Plant Classification and Recognition -- Sparse Algorithm for OFDM Underwater Acoustic Channel Estimation -- Improvement of CLAlgorithm in MIMO-OFDM System -- SD-based low-complexity signal detection algorithm in massive MIMO -- Improved YOLOv4 infrared image pedestrian detection algorithm -- Research on ECG Classification Method Based on Convolutional Neural Network -- A Servey on Meta-learning Based Few-shotClassification -- Image Retrieval Algorithm Based on Fractal Coding -- Research on Fractal Image Coding Method Based on SNAM Segmentation Scheme -- Aircraft Detection In Aerial Remote Sensing Images Based On Contrast Self-supervised Learning -- Fast fractal image compression algorithm based on compression perception -- Color Image Fast Encryption Algorithm Based on JPEG encoding -- Review of Research on Speech Emotion Recognition -- Concentration Prediction Based on mRMRXGBoost Model -- An improved crowd counting method based on YOLOv3.
Contained By:	Springer Nature eBook
Subject:	Machine learning - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-04409-0
ISBN:	9783031044090

Machine learning and intelligent communications = 6th EAI International Conference, MLICOM 2021, virtual event, November 2021 : proceedings /
Machine learning and intelligent communications6th EAI International Conference, MLICOM 2021, virtual event, November 2021 : proceedings /[electronic resource] :MLICOM 2021edited by Xiaolin Jiang. - Cham :Springer International Publishing :2022. - xi, 352 p. :ill. (some col.), digital ;24 cm. - Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,4381867-822X ;. - Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ;438..

Deep learning network for Frequency offset Cancellation in OFDM communication system -- Research on the Rising Phenomenons in the Bit Error Rate Performances of LT-Based UEP codes -- Ensemble Classification Technique for Cultural Heritage Image -- Power Allocation for Sum Rate Maximization of Uplink Massive MIMO System with Maximum Ratio Combining -- Research on Indoor Passive Location Based on LoRa Fingerprint -- Application of Dijkstra algorithm in optimal route selection under the background of TPACK education model -- The Wave Filter Design of UFMC Vehicle Communication System -- Research on Image Binary Classification Based on Fast Style Transfer Data Enhancement -- 3DCNN Backed Conv-LSTM Auto Encoder for Micro Facial Expression Video Recognition -- Research on charge and discharge control strategy of supercapacitor -- Intelligent wheelchair based on medical health examination -- Research on Forest Fire Image Recognition System in Northeast Forest Region Based on Machine Vision -- Research on Face Image Restoration Method Based on Improved WGAN -- Research on text communication security based on deep learning model -- Elimination of Network Intrusion using Advance Data Mining Technology -- Automatic Detection and Classification of Anti-Islamic Web Text-Contents -- Deep Learning Technique for Dessert Plant Classification and Recognition -- Sparse Algorithm for OFDM Underwater Acoustic Channel Estimation -- Improvement of CLAlgorithm in MIMO-OFDM System -- SD-based low-complexity signal detection algorithm in massive MIMO -- Improved YOLOv4 infrared image pedestrian detection algorithm -- Research on ECG Classification Method Based on Convolutional Neural Network -- A Servey on Meta-learning Based Few-shotClassification -- Image Retrieval Algorithm Based on Fractal Coding -- Research on Fractal Image Coding Method Based on SNAM Segmentation Scheme -- Aircraft Detection In Aerial Remote Sensing Images Based On Contrast Self-supervised Learning -- Fast fractal image compression algorithm based on compression perception -- Color Image Fast Encryption Algorithm Based on JPEG encoding -- Review of Research on Speech Emotion Recognition -- Concentration Prediction Based on mRMRXGBoost Model -- An improved crowd counting method based on YOLOv3.

This volume constitutes the refereed post-conference proceedings of the 6th International Conference on Machine Learning and Intelligent Communications, MLICOM 2021, held in November 2021. Due to COVID-19 pandemic the conference was held virtually. The 28 revised full papers were carefully selected from 58 submissions. The papers are organized thematically in tracks as follows: internet of vehicle communication system; applications of neural network and deep learning; intelligent massive MIMO communications; intelligent positioning and navigation systems; intelligent space and terrestrial integrated networks; machine learning algorithms and intelligent networks; image information processing.

ISBN: 9783031044090

Standard No.: 10.1007/978-3-031-04409-0doiSubjects--Topical Terms:

576368
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Machine learning and intelligent communications = 6th EAI International Conference, MLICOM 2021, virtual event, November 2021 : proceedings /
LDR:04213nmm a2200349 a 4500 001 2299919
003 DE-He213
005 20220517102107.0
006 m d
007 cr nn 008maaau
008 230324s2022 sz s 0 eng d
020 $a 9783031044090 $q (electronic bk.)
020 $a 9783031044083 $q (paper)
024 7 $a 10.1007/978-3-031-04409-0 $2 doi
035 $a 978-3-031-04409-0
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5
072 7 $a UKN $2 bicssc
072 7 $a COM075000 $2 bisacsh
072 7 $a UKN $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .I61 2021
111 2 $a International Conference on Machine Learning and Intelligent Communications $n (6th : $d 2021 : $c Online) $3 3597829
245 1 0 $a Machine learning and intelligent communications $h [electronic resource] : $b 6th EAI International Conference, MLICOM 2021, virtual event, November 2021 : proceedings / $c edited by Xiaolin Jiang.
246 3 $a MLICOM 2021
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xi, 352 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, $x 1867-822X ; $v 438
505 0 $a Deep learning network for Frequency offset Cancellation in OFDM communication system -- Research on the Rising Phenomenons in the Bit Error Rate Performances of LT-Based UEP codes -- Ensemble Classification Technique for Cultural Heritage Image -- Power Allocation for Sum Rate Maximization of Uplink Massive MIMO System with Maximum Ratio Combining -- Research on Indoor Passive Location Based on LoRa Fingerprint -- Application of Dijkstra algorithm in optimal route selection under the background of TPACK education model -- The Wave Filter Design of UFMC Vehicle Communication System -- Research on Image Binary Classification Based on Fast Style Transfer Data Enhancement -- 3DCNN Backed Conv-LSTM Auto Encoder for Micro Facial Expression Video Recognition -- Research on charge and discharge control strategy of supercapacitor -- Intelligent wheelchair based on medical health examination -- Research on Forest Fire Image Recognition System in Northeast Forest Region Based on Machine Vision -- Research on Face Image Restoration Method Based on Improved WGAN -- Research on text communication security based on deep learning model -- Elimination of Network Intrusion using Advance Data Mining Technology -- Automatic Detection and Classification of Anti-Islamic Web Text-Contents -- Deep Learning Technique for Dessert Plant Classification and Recognition -- Sparse Algorithm for OFDM Underwater Acoustic Channel Estimation -- Improvement of CLAlgorithm in MIMO-OFDM System -- SD-based low-complexity signal detection algorithm in massive MIMO -- Improved YOLOv4 infrared image pedestrian detection algorithm -- Research on ECG Classification Method Based on Convolutional Neural Network -- A Servey on Meta-learning Based Few-shotClassification -- Image Retrieval Algorithm Based on Fractal Coding -- Research on Fractal Image Coding Method Based on SNAM Segmentation Scheme -- Aircraft Detection In Aerial Remote Sensing Images Based On Contrast Self-supervised Learning -- Fast fractal image compression algorithm based on compression perception -- Color Image Fast Encryption Algorithm Based on JPEG encoding -- Review of Research on Speech Emotion Recognition -- Concentration Prediction Based on mRMRXGBoost Model -- An improved crowd counting method based on YOLOv3.
520 $a This volume constitutes the refereed post-conference proceedings of the 6th International Conference on Machine Learning and Intelligent Communications, MLICOM 2021, held in November 2021. Due to COVID-19 pandemic the conference was held virtually. The 28 revised full papers were carefully selected from 58 submissions. The papers are organized thematically in tracks as follows: internet of vehicle communication system; applications of neural network and deep learning; intelligent massive MIMO communications; intelligent positioning and navigation systems; intelligent space and terrestrial integrated networks; machine learning algorithms and intelligent networks; image information processing.
650 0 $a Machine learning $x Congresses. $3 576368
650 0 $a Artificial intelligence $v Congresses. $3 606815
650 0 $a Computer networks $v Congresses. $3 569849
650 0 $a Computer simulation $x Congresses. $3 697380
650 0 $a Image processing $x Congresses. $3 623655
650 1 4 $a Computer Communication Networks. $3 775497
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Computer Engineering and Networks. $3 3538504
650 2 4 $a Computer Vision. $3 3538524
700 1 $a Jiang, Xiaolin. $3 3527479
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ; $v 438. $3 3597830
856 4 0 $u https://doi.org/10.1007/978-3-031-04409-0
950 $a Computer Science (SpringerNature-11645)