International Conference on Computer and Knowledge Engineering

Home / 12th International Conference on Computer and Knowledge Engineering

Weakly Supervised Learning in a Group of Learners with Communication

Authors :

Ali Ganjbakhsh¹ Ahad Harati²

1- Ferdowsi university of mashhad 2- Ferdowsi university of mashhad

Keywords :

Weak Supervision،Incomplete Supervision،Graph modeling،Graph Neural Networks

Abstract :

In the initial research, we executed these inferences according to the limited graph that we used as input, although the approximate inference can also be used. We have designed a system where learners with little knowledge of the problem can label unlabeled data with each other's help and this data can be used to train learners. It should be noted that sharing opinions It causes solidarity. In our proposed method, the accuracy of the system is controlled by preventing the correlation effect between users in voting for labeling unlabeled data.

List of archived papers

IranITJobs2021: a Dataset for Analyzing Iranian Online IT Job Advertisements Collected Using a New Crowdsourcing Process

Fakhroddin Noorbehbahani - Nikta Akbarpour - Mohammad Reza Saeidi

Disturbance Rejection in Quadruple-Tank System by Proposing New Method in Reinforcement Learning

Alireza Nezamzadeh - Mohammadreza Esmaeilidehkordi

Evaluating the Impact of Traveling on COVID-19 Prevalence and Predicting the New Confirmed Cases According to the Travel Rate Using Machine Learning: A Case Study in Iran

Anita Ghandehari - Soheil Shirvani - Hadi Moradi

Enhanced Autoencoder-based Clustering for Message Analysis in Binary Protocols

Mohaddese Nemati - Shiva Mahmoudzadeh - Mehdi Teimouri

An influence maximization algorithm based on community detection using topological features

Zahra Aghaee - Afsaneh Fatemi

Machine and Deep Learning Models for Prediction of Small Molecule–Biotech Drug Pair’s Interactions

Fatemeh Nasiri - Mohsen Hooshmand

Speech Emotion Recognition Using a Hierarchical Adaptive Weighted Multi-Layer Sparse Auto-Encoder Extreme Learning Machine with New Weighting and Spectral/SpectroTemporal Gabor Filter Bank Features

Fatemeh Daneshfar - Seyed Jahanshah Kabudian

Leveraging Self-Supervised Models for Automatic Whispered Speech Recognition

Aref Farhadipour - Homa Asadi - Volker Dellwo

Plant Disease Detection Using Dynamic Knowledge Distillation and Attention Mechanism

Mohammad Ghasemi Arian - Mohammad Hossein Yaghmaee Moghaddam

Sum Rate Analysis and Power Allocation in Massive MIMO Systems with Power Constraints

Abdolrasoul Sakhaei Gharagezlou - Mahdi Nangir

more

Samin Hamayesh - Version 44.5.0