Monica Wachowicz

Monica Wachowicz

University of New Brunswick

H-index: 29

North America-Canada

About Monica Wachowicz

Monica Wachowicz, With an exceptional h-index of 29 and a recent h-index of 17 (since 2020), a distinguished researcher at University of New Brunswick, specializes in the field of geospatial data science, streaming analytics, Internet of Things.

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

Evaluating Multi-Global Server Architecture for Federated Learning

ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights

Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment

TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques

A matrix factorization model with local and global consistency for flow prediction in bike-sharing systems

Matrix Factorization for Globally Consistent Periodic Flow Prediction in Taxi Systems

A conceptual use-cases mapping framework for IoT-based smart building management

Developing a Resource-Constraint EdgeAI model for Surface Defect Detection

Monica Wachowicz Information

University

Position

___

Citations(all)

6508

Citations(since 2020)

2749

Cited By

5771

hIndex(all)

29

hIndex(since 2020)

17

i10Index(all)

61

i10Index(since 2020)

25

Email

University Profile Page

University of New Brunswick

Google Scholar

View Google Scholar Profile

Monica Wachowicz Skills & Research Interests

geospatial data science

streaming analytics

Internet of Things

Top articles of Monica Wachowicz

Title

Journal

Author(s)

Publication Date

Evaluating Multi-Global Server Architecture for Federated Learning

Asfia Kawnine

Hung Cao

Atah Nuh Mih

Monica Wachowicz

2024/1/6

ECAvg: An Edge-Cloud Collaborative Learning Approach using Averaged Weights

Atah Nuh Mih

Hung Cao

Asfia Kawnine

Monica Wachowicz

2024/1/6

Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment

arXiv preprint arXiv:2403.10569

Atah Nuh Mih

Alireza Rahimi

Asfia Kawnine

Francis Palma

Monica Wachowicz

...

2024/3/14

TransferD2: Automated Defect Detection Approach in Smart Manufacturing using Transfer Learning Techniques

Atah Nuh Mih

Hung Cao

Joshua Pickard

Monica Wachowicz

Rickey Dubay

2023/7/23

A matrix factorization model with local and global consistency for flow prediction in bike-sharing systems

International Journal of Geographical Information Science

Rouzbeh Forouzandeh Jonaghani

Monica Wachowicz

Trevor Hanson

2023/2/1

Matrix Factorization for Globally Consistent Periodic Flow Prediction in Taxi Systems

Transportation Research Record

Rouzbeh Forouzandeh Jonaghani

Monica Wachowicz

Trevor Hanson

2023

A conceptual use-cases mapping framework for IoT-based smart building management

Alaeldin Suliman

Trevor Hanson

Monica Wachowicz

2023/12/6

Developing a Resource-Constraint EdgeAI model for Surface Defect Detection

arXiv preprint arXiv:2401.05355

Atah Nuh Mih

Hung Cao

Asfia Kawnine

Monica Wachowicz

2023/12/4

Fostering new vertical and horizontal IoT applications with intelligence everywhere

Collective Intelligence

Hung Cao

Monica Wachowicz

Rene Richard

Ching-Hsien Hsu

2023/10/18

Discovering self-quantified patterns using multi-time window models

Applied Computing and Informatics

Luke McCully

Hung Cao

Monica Wachowicz

Stephanie Champion

Patricia AH Williams

2022/3/14

Discovering clustering patterns from e-counter data streams

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

NE Ivari

M Wachowicz

PAH Williams

T Agnew

2022/10/14

EVStationSIM: An end-to-end platform to identify and interpret similar clustering patterns of EV charging stations across multiple time slices

Applied Energy

René Richard

Hung Cao

Monica Wachowicz

2022/9/15

Embedded intelligence and the data-driven future of application-specific Internet of Things for smart environments

Li-Minn Ang

Kah Phooi Seng

Monica Wachowicz

2022/6

Clustering spatio-temporal bi-partite graphs for finding crowdsourcing communities in IoMT networks

Big Earth Data

Kaine Black

Monica Wachowicz

2021/1/2

Analytics of big geosocial media and crowdsourced data

Songnian Li

Monica Wachowicz

Hongchao Fan

2021/1/2

Building k‐partite association graphs for finding recommendation patterns from questionnaire data

Transactions in GIS

Iyke Maduako

Yaqi Gong

Monica Wachowicz

2021/10

An Automated Clustering Process for Helping Practitioners to Identify Similar EV Charging Patterns across Multiple Temporal Granularities.

René Richard

Hung Cao

Monica Wachowicz

2021

Edge-Cloud Intelligence in Self-Diagnostic of Land Mobile Radio Systems

Hung Cao

Monica Wachowicz

James Craig

2021/6/14

Prophet model for forecasting occupancy presence in indoor spaces using non-intrusive sensors

AGILE: GIScience Series

Alec Parise

Miguel A Manso-Callejo

Hung Cao

Monica Wachowicz

2021/6/4

A spatial-temporal comparison of ev charging station clusters leveraging multiple validity indices

René Richard

Hung Cao

Monica Wachowicz

2021/4/28

See List of Professors in Monica Wachowicz University(University of New Brunswick)