Search Results for author: Seong-Bae Park

Found 13 papers, 1 papers with code

Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting

no code implementations22 Jan 2024 Chu Myaet Thwal, Ye Lin Tun, Kitae Kim, Seong-Bae Park, Choong Seon Hong

Recent innovations in transformers have shown their superior performance in natural language processing (NLP) and computer vision (CV).

Decision Making Federated Learning +2

Prototype Helps Federated Learning: Towards Faster Convergence

no code implementations22 Mar 2023 Yu Qiao, Seong-Bae Park, Sun Moo Kang, Choong Seon Hong

In this paper, a prototype-based federated learning framework is proposed, which can achieve better inference performance with only a few changes to the last global iteration of the typical federated learning process.

Federated Learning

Federated Learning with Intermediate Representation Regularization

1 code implementation28 Oct 2022 Ye Lin Tun, Chu Myaet Thwal, Yu Min Park, Seong-Bae Park, Choong Seon Hong

Specifically, FedIntR computes a regularization term that encourages the closeness between the intermediate layer representations of the local and global models.

Federated Learning

Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network

no code implementations13 Oct 2022 Md. Shirajum Munir, Ki Tae Kim, Apurba Adhikary, Walid Saad, Sachin Shetty, Seong-Bae Park, Choong Seon Hong

Explainable artificial intelligence (XAI) twin systems will be a fundamental enabler of zero-touch network and service management (ZSM) for sixth-generation (6G) wireless networks.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +2

An Explainable Artificial Intelligence Framework for Quality-Aware IoE Service Delivery

no code implementations26 Jan 2022 Md. Shirajum Munir, Seong-Bae Park, Choong Seon Hong

First, a problem of quality-aware IoE service delivery is formulated by taking into account network dynamics and contextual metrics of IoE, where the objective is to maximize the channel quality index (CQI) of each IoE service user.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1

Mining User/Movie Preferred Features Based on Reviews for Video Recommendation System

no code implementations9 Feb 2017 Xuan-Son Vu, Seong-Bae Park

However, most of the studies beyond one aspect user generated- content such as user ratings, user feedback and so on to state user preferences.

Construction of Vietnamese SentiWordNet by using Vietnamese Dictionary

no code implementations27 Dec 2014 Xuan-Son Vu, Seong-Bae Park

Therefore, we propose a method to construct VSWN from a Vietnamese dictionary, not from WordNet.

Opinion Mining Sentiment Analysis

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