Customized instance random undersampling to increase knowledge management for multiclass imbalanced data classification

CC Tusell-Rey, O Camacho-Nieto, C Yáñez-Márquez… - Sustainability, 2022 - mdpi.com
Imbalanced data constitutes a challenge for knowledge management. This problem is even
more complex in the presence of hybrid (numeric and categorical data) having missing …

[PDF][PDF] EMOTIONAL LABOR IN CUSTOMER SERVICES JOBS, A MYSTERIOUS CASE OF SOCIAL IDENTITIES

T Hammiat, AF Shamsi - International Journal of Management (IJM), 2021 - academia.edu
The cumulative meaning of the term emotional labor is the showcase of emotions that are
unique and accepted by the all the stakeholders of a given occupation. Service sector …

Optimization of Call Center Agent Resources Using Various Machine Learning Methods: A Systematic Review

CL Yüzüak, F Nurdağ, M Tartuk - 2024 - aisel.aisnet.org
Prediction problems have been highly studied in the literature especially in service systems.
Recently machine learning based solutions have been added to find optimal solutions to …

Workforce Management for Salik Call Center

A Seder, R Alnasser - 2023 - repository.rit.edu
Abstract Salik is the Dubai Roads and Transport Authority's (RTA) automated toll collection
system. Salik uses tag technology that must be registered for each vehicle either online or …

[DOC][DOC] AI-Driven Customer Service: Transforming Call Centers with the CRAS

AR Oskooei, M Inel - researchgate.net
Introducing the Customer Representative Assistant Software (CRAS), a revolutionary
solution that revolutionizes call center operations by seamlessly integrating artificial …

[PDF][PDF] Uso de técnicas de aprendizaje automático para la detección de errores de transferencia dentro del call center

DH López - e-archivo.uc3m.es
La presente memoria corresponde al estudio realizado sobre los datos de llamadas
realizadas dentro del call center o centro de llamadas de la empresa de …

[PDF][PDF] Predicting Disease-related Genes Using Biomedical Literature Based on GloVe Word Embedding

G Jang, Y Yoon - 한국정보기술학회논문지, 2020 - ki-it.com
Identifying disease-related genes is essential for understanding disease mechanisms and
treating patients. Because wet-lab experiments are time-consuming and expensive, studies …

[PDF][PDF] 하이브리드인덱스시스템을위한핫-콜드세그먼트분류알고리즘

윤슬기, 전석주, 이석룡, 김상철, 이용주 - 한국정보기술학회논문지, 2021 - ki-it.com
요 약그동안 링크드 데이터는 시맨틱 웹을 구현하기 위한 최적의 방법으로 인식되어 왔지만
아직 해결해야 할이슈들이 남아있다. 특히, 링크드 데이터 환경은 HDD 보다 SSD 를 사용하는 …

팜맵기반상생형스마트팜병해충방제모델시각화

최기쁨, 유신성, 유남희, 오효정 - 한국정보기술학회논문지, 2021 - dbpia.co.kr
최근 기상조건 변화에 따른 새로운 농업환경이 구성됨에 따라 병해충을 예측하고 예방해야 할
필요성이 대두되면서 활발한 연구가 이루어지고 있다. 그러나 기존의 연구들은 병해충 예측 …

[PDF][PDF] XGBoost 와Word2Vec 을이용한온라인쇼핑패턴기반하이브리드협업필터링

박세준, 성도현, 변영철 - 한국정보기술학회논문지, 2020 - ki-it.com
요 약인터넷 서비스의 발전과 사용자의 증가로 방대하게 쌓여가는 정보 속에서 사용자는
자신이 원하는 정보를빠르게 얻길 원한다. 사용자는 불필요한 정보에 허비되는 시간을 줄이고 …