Manos Papagelis

Manos Papagelis

York University

H-index: 17

North America-Canada

About Manos Papagelis

Manos Papagelis, With an exceptional h-index of 17 and a recent h-index of 15 (since 2020), a distinguished researcher at York University, specializes in the field of data mining, graph mining, machine learning, big data analytics, knowledge discovery.

His recent articles reflect a diverse array of research interests and contributions to the field:

SERC-GCN: Speech Emotion Recognition In Conversation Using Graph Convolutional Networks

LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates

Predicting Evoked Emotions in Conversations

Trajectory Data Mining in the Age of Big Data and AI

Optimal Risk-aware POI Recommendations during Epidemics

Trajectory-User Linking using Higher-order Mobility Flow Representations

The Role of Preprocessing for Word Representation Learning in Affective Tasks

Point2Hex: Higher-order Mobility Flow Data and Resources

Manos Papagelis Information

University

Position

Assistant professor of EECS

Citations(all)

1927

Citations(since 2020)

877

Cited By

1357

hIndex(all)

17

hIndex(since 2020)

15

i10Index(all)

25

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Manos Papagelis Skills & Research Interests

data mining

graph mining

machine learning

big data analytics

knowledge discovery

Top articles of Manos Papagelis

SERC-GCN: Speech Emotion Recognition In Conversation Using Graph Convolutional Networks

2024/4/14

LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates

arXiv preprint arXiv:2401.12103

2024/1/22

Marin Litoiu
Marin Litoiu

H-Index: 25

Manos Papagelis
Manos Papagelis

H-Index: 10

Predicting Evoked Emotions in Conversations

arXiv preprint arXiv:2401.00383

2023/12/31

Trajectory Data Mining in the Age of Big Data and AI

(OnDBD 2024) Ontario DataBase Day–Program

2023/12/13

Manos Papagelis
Manos Papagelis

H-Index: 10

Optimal Risk-aware POI Recommendations during Epidemics

2023/11/13

Manos Papagelis
Manos Papagelis

H-Index: 10

Trajectory-User Linking using Higher-order Mobility Flow Representations

2023/7/3

The Role of Preprocessing for Word Representation Learning in Affective Tasks

IEEE Transactions on Affective Computing

2023/4/25

Point2Hex: Higher-order Mobility Flow Data and Resources

2023

PathletRL: Trajectory Pathlet Dictionary Construction using Reinforcement Learning

2023/11/13

Gian Alix
Gian Alix

H-Index: 0

Manos Papagelis
Manos Papagelis

H-Index: 10

Conversation Derailment Forecasting with Graph Convolutional Networks

2023

Learning-based workload resource optimization for database management systems

2022/11/15

Evaluating and forecasting the operational performance of road intersections

2022/11/1

Tilemachos Pechlivanoglou
Tilemachos Pechlivanoglou

H-Index: 2

Manos Papagelis
Manos Papagelis

H-Index: 10

Network-aware multi-agent reinforcement learning for the vehicle navigation problem

2022/11/1

Manos Papagelis
Manos Papagelis

H-Index: 10

Microscopic modeling of spatiotemporal epidemic dynamics

2022/11/1

Systems and methods for sustainability and social interaction analysis in building information modeling

2022/3/8

A Mobility-based Recommendation System for Mitigating the Risk of Infection during Epidemics

2022/6/6

Epidemic Spreading in Trajectory Networks

Big Data Research

2022/2/28

ZipLine: an optimized algorithm for the elastic bulk synchronous parallel model

Machine Learning

2021/10

Industry and Academic Research in Computer Vision

arXiv preprint arXiv:2107.04902

2021/7/10

Iuliia Kotseruba
Iuliia Kotseruba

H-Index: 11

Manos Papagelis
Manos Papagelis

H-Index: 10

OL-HeatMap: Effective Density Visualization of Multiple Overlapping Rectangles

Big Data Research

2021/7/15

Tilemachos Pechlivanoglou
Tilemachos Pechlivanoglou

H-Index: 2

Manos Papagelis
Manos Papagelis

H-Index: 10

See List of Professors in Manos Papagelis University(York University)

Co-Authors

academic-engine