لطفا منتظر بمانید ...
0% Complete
صفحه اصلی
/
سی امین کنفرانس بین المللی مهندسی برق
Compare of Machine Learning and Deep Learning Approaches for Human Activity Recognition
نویسندگان :
Babak Moradi
1
Mohammad Aghapour
2
Afshin Shirbandi
3
1- دانشگاه آزاد اسلامی واحد کرمانشاه
2- دانشگاه امیرکبیر
3- دانشگاه امیرکبیر
کلمات کلیدی :
Human activity recognition،Logistic Regression،SVM with RBF kernel،CNN،LSTM،Bi-Directional LSTM،CNN-LSTM
چکیده :
Human-centered computing is an emerging research field that aims to understand human behavior and integrate users and their social context with computer systems. This research aimed to find the best algorithm for human activity recognition. We used Logistic Regression, SVM with RBF kernel; CNN, LSTM, Bi-Directional LSTM, and CNN-LSTM algorithms for analyzing the data. The data analysis measured and compared the accuracy and training time. The most accuracy belonged to the CNN-LSTM and Bi-Directional LSTM, and the least training time belonged to the SVM with RBF kernel
لیست مقالات
لیست مقالات بایگانی شده
Blind angle and angular range detection in planar and limited-view geometries for photoacoustic tomography
Soheil Hakakzadeh - Zahra Kavehvash
Effective Service Restoration in Electrical Distribution Networks Using a Bi-Stage Algorithm
Qasem Asadi - Amir Amini - Hamid Falaghi - Maryam Ramezani
A new double rotor switched reluctance motor aiming at average torque improvement
Reza Rezaei - Seyed Reza Mousavi Aghdam
A New 10 Watt Power Amplifier for GSM 900 MHz base stations with 44% Bandwidth
Marzieh Chegini - HojjatAllah Nemati - Mahmoud Kamarei
بررسی و شبیه سازی اضافه ولتاژهای صاعقه در نیروگاه خورشیدی برق خراسان و ارائه سیستم حفاظتی مناسب
هادی علی آبادی - بهزاد کرمانی
Intelligent Filter of $\mathcal{L}_{1}$ Adaptive Controller Using ANFIS System Optimized with Genetic Algorithm
Hossein Ahmadian - HeidarAli Talebi - Iman Sharifi
A Technical-Managerial Framework for Determining Periodic Performance Indices and Operating Ranges of Power Grid Frequency
Hamed Delkhosh - Hossein Seifi - Sajjad Gholamnejad - Morteza Yousefian
Bit error rate improvement in optical camera communication based on RGB LED
Farzaneh Norouzi - Saeed Olyaee - Mehran Mehraban Rad
Design of a 2MW Medium Voltage Conventional Hybrid DC Circuit Breaker for Railway Application
Seyed Hamid Khalkhali - Mohsen Taghizadeh Kejani - Ali Asghar Razi Kazemi
Holographic Principle Inspired Metal-Only Spoof Surface Plasmon Polariton Leaky-wave Antenna with Circular Polarization
Sajjad Zohrevand - Mohammad Amin Chaychi zadeh - Nader Komjani
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 44.7.2
