Machine Learning and Intelligent Communications : 6th EAI International Conference, MLICOM 2021, Virtual Event, November 2021, Proceedings
Machine Learning and Intelligent Communications : 6th EAI International Conference, MLICOM 2021, Virtual Event, November 2021, Proceedings
edited by Xiaolin Jiang
- First edition 2022
- 1 recurso en línea (XVI, 352 páginas) 199 ilustraciones, 123 ilustraciones a color
- Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering 438 1867-822X .
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.
9783031044090
10.1007/978-3-031-04409-0 doi
Aprendizaje automático--Congresos y asambleas
Inteligencia artificial--Congresos y asambleas
Redes informáticas--Congresos y asambleas
Q325.5 / 2022 EB
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.
9783031044090
10.1007/978-3-031-04409-0 doi
Aprendizaje automático--Congresos y asambleas
Inteligencia artificial--Congresos y asambleas
Redes informáticas--Congresos y asambleas
Q325.5 / 2022 EB