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Publications

A data science approach to risk assessment for automobile insurance policies

A data science approach to risk assessment for automobile insurance policies

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Patrick Hosein

International Journal of Data Science and Analytics (Springer)

March, 2023

By Brittany Peters, 1 weekMarch 22, 2023 ago

Exploring supervised machine learning for multi-phase identification and quantification from powder X-ray diffraction spectra

Exploring supervised machine learning for multi-phase identification and quantification from powder X-ray diffraction spectra

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Jaimie Greasley and Patrick Hosein

Journal of Materials Science (Springer)

March, 2023

By Brittany Peters, 2 weeksMarch 15, 2023 ago

Using Continual Learning on Edge Devices for Cost-Effective, Efficient License Plate Detection

Using Continual Learning on Edge Devices for Cost-Effective, Efficient License Plate Detection

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Reshawn Ramjattan, Rajeev Ratan, Shiva Ramoudith, Patrick Hosein and Daniele Mazzei

International Conference on Computer Vision Theory and Applications, Lisbon Portugal

Feb, 2023

By Shiva Ramoudith, 3 monthsDecember 21, 2022 ago

A Data-Driven Pricing Strategy for Automobile Insurance Policies

A Data-Driven Pricing Strategy for Automobile Insurance Policies

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Patrick Hosein

Asia Conference on Machine Learning and Computing, Bangkok, Thailand

Dec, 2022

By Shiva Ramoudith, 4 monthsNovember 22, 2022 ago

Customer Segmentation for Improving Campaigns in the Banking Industry

Customer Segmentation for Improving Campaigns in the Banking Industry

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Celine Ganar and Patrick Hosein

Asia Conference on Machine Learning and Computing, Bangkok, Thailand

Dec, 2022

By Shiva Ramoudith, 4 monthsNovember 22, 2022 ago

A Cost-Reward Optimization Approach to Bank Loan Approvals

A Cost-Reward Optimization Approach to Bank Loan Approvals

Kevan Rajaram and Patrick Hosein

International Conference on Knowledge Discovery, Macau, China

Dec, 2022

By Shiva Ramoudith, 6 monthsSeptember 22, 2022 ago

Crop Price Prediction: A Comparison of the Recursive and Direct Forecasting Strategies on SARIMAX Models

Crop Price Prediction: A Comparison of the Recursive and Direct Forecasting Strategies on SARIMAX Models

Karishma Harrykissoon and Patrick Hosein

International Conference on Knowledge Discovery, Macau, China

Dec, 2022

By Shiva Ramoudith, 6 monthsSeptember 22, 2022 ago

A Cost-Minimization Approach to Automobile Insurance Fraud Detection

A Cost-Minimization Approach to Automobile Insurance Fraud Detection

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Navin Ramesar, Nirvan Sharma, Shiva Ramoudith and Patrick Hosein

International Seminar on Machine Learning, Optimization and Data Science (virtual)

Dec, 2022

By Shiva Ramoudith, 4 monthsDecember 6, 2022 ago

Using Edge Devices and Machine Learning for Controlled Access to a Smart Campus

Using Edge Devices and Machine Learning for Controlled Access to a Smart Campus

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Rajeev Ratan, Stephen Ghool, Reshawn Ramjattan, Shiva Ramoudith and Patrick Hosein

International Conference on Computational Intelligence and Communication Networks, Al-Khobar, Saudi Arabia

Dec, 2022

By Shiva Ramoudith, 5 monthsOctober 29, 2022 ago

Data4Good: An Established Framework for Supporting Civil Society Organizations

Data4Good: An Established Framework for Supporting Civil Society Organizations

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Omar Mohammed, Kris Manohar, Kimberley Gillette, Brandon Murphy and Patrick Hosein

IEEE International Humanitarian Technologies Conference, (virtual event)

Dec, 2022

By Shiva Ramoudith, 5 monthsOctober 29, 2022 ago

Above ground Biomass estimation of a Cocoa Plantation using Machine Learning

Above ground Biomass estimation of a Cocoa Plantation using Machine Learning

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Sabrina Sankar, Marvin Lewis and Patrick Hosein

ICDM Workshop on Data Mining in Earth System Science, Orlando, Florida

Nov, 2022

By Shiva Ramoudith, 6 monthsOctober 14, 2022 ago

Predicting Insurance Churn to Reduce Clawback

Predicting Insurance Churn to Reduce Clawback

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Dillon Goordeen, Nirvan Sharma and Patrick Hosein

IEEE International Conference on Technology Management, Operations and Decisions, (virtual event)

Nov, 2022

By Shiva Ramoudith, 5 monthsOctober 20, 2022 ago

Predicting Student Examination Performance to improve Remedial Programs

Predicting Student Examination Performance to improve Remedial Programs

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Odion Hilocks and Patrick Hosein

IEEE International Conference on Technology Management, Operations and Decisions, (virtual event)

Nov, 2022

By Shiva Ramoudith, 6 monthsSeptember 22, 2022 ago

Weed and Water Stress Detection using Drone Video

Weed and Water Stress Detection using Drone Video

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Fazeeia Mohammed, Jade Chattergoon, Roganci Fontelera, Omar Mohammed and Patrick Hosein

International Conference on Smart and Innovative Agriculture, Yogyakarta, Indonesia

Nov, 2022

By Shiva Ramoudith, 5 monthsNovember 9, 2022 ago

An Open Dataset of Labelled Tropical Crops (Best Paper Award)

An Open Dataset of Labelled Tropical Crops (Best Paper Award)

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Jade Chattergoon, Fazeeia Mohammed, Kimberley Gillette, Brittany Peters and Patrick Hosein

International Conference on Smart and Innovative Agriculture, Yogyakarta, Indonesia

Nov, 2022

By Shiva Ramoudith, 5 monthsNovember 9, 2022 ago

The Optimal Stopping Criteria for a Customer Contact Strategy in Targeted Marketing

The Optimal Stopping Criteria for a Customer Contact Strategy in Targeted Marketing

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Shiva Ramoudith, Patrick Hosein and Inzamam Rahaman

9th International Conference on Operations Research and Enterprise Systems, Virtual Event

July, 2022

By Shiva Ramoudith, 8 monthsAugust 7, 2022 ago

Estimating The Carbon Content of Oceans Using Satellite Sensor Data

Estimating The Carbon Content of Oceans Using Satellite Sensor Data

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Aadidev Sooknanan, Patrick Hosein

Journal of Big Data

July, 2022

By Shiva Ramoudith, 9 monthsJuly 17, 2022 ago

Dynamic Group Formation in an Online Social Network

Dynamic Group Formation in an Online Social Network

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Reshawn Ramjattan, Nicholas Hosein, Patrick Hosein and Andre Knoesen

Elsevier International Journal on Technological Forecasting and Social Change

Mar, 2022

By Shiva Ramoudith, 1 yearJanuary 8, 2022 ago

A Recommender System for the Upselling of Telecommunications Products

A Recommender System for the Upselling of Telecommunications Products

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Navin Dookeram, Zahira Hosein and Patrick Hosein

24th International Conference on Advanced Communications Technology

Feb, 2022

By Shiva Ramoudith, 1 yearNovember 6, 2021 ago

Premium Rate Services Fraud Detection

Premium Rate Services Fraud Detection

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Mariella Rivas, Richard Roach and Patrick Hosein

24th International Conference on Advanced Communications Technology

Feb, 2022

By Shiva Ramoudith, 1 yearNovember 6, 2021 ago

Instant message summarization with Emoji unicode characterset support

Instant message summarization with Emoji unicode characterset support

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Darren Ramsook, Patrick Hosein and Nicholas Hosein

Springer Journal on Multimedia Tools and Applications

Jan, 2022

By Shiva Ramoudith, 1 yearJanuary 30, 2022 ago

Using Chatbot Technologies to help Individuals make Sound Personalized Financial Decisions

Using Chatbot Technologies to help Individuals make Sound Personalized Financial Decisions

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Reshawn Ramjattan, Patrick Hosein and Nigel Henry

IEEE International Humanitarian Technology Conference (Virtual Event)

Dec, 2021

By Shiva Ramoudith, 2 yearsSeptember 30, 2021 ago

On the Prediction of Automobile Insurance Claims: The Personalization versus Confidence Trade-Off

On the Prediction of Automobile Insurance Claims: The Personalization versus Confidence Trade-Off

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Patrick Hosein

IEEE International Conference on Technology Management, Operations and Decisions, Virtual Event

Nov, 2021

By Shiva Ramoudith, 2 yearsSeptember 21, 2021 ago

Anomaly Detection of Marine Seismic Airgun Signatures using Semi-Supervised Learning

Anomaly Detection of Marine Seismic Airgun Signatures using Semi-Supervised Learning

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Gregory Ollivierre, Inzamam Rahaman and Patrick Hosein

IEEE International Conference on Technology Management, Operations and Decisions, Virtual Event

Nov, 2021

By Shiva Ramoudith, 2 yearsSeptember 14, 2021 ago

Material and Cost Estimation of a Customized Product based on the Customer’s Description

Material and Cost Estimation of a Customized Product based on the Customer’s Description

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Kevin Baboolal and Patrick Hosein

International Conference on Intelligent Data Science Technologies and Applications, Virtual Event

Nov, 2021

By Shiva Ramoudith, 2 yearsSeptember 24, 2021 ago

Marketing Channel Recommendations in Banking

Marketing Channel Recommendations in Banking

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Aqeel Mohammed, Karesia Ramlal, Patrick Hosein and Nigel Henry

International Conference on Intelligent Data Science Technologies and Applications, Virtual Event

Nov, 2021

By Shiva Ramoudith, 2 yearsSeptember 24, 2021 ago

A Decision Tree Approach to Customer Surveys

A Decision Tree Approach to Customer Surveys

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Rafael Guerrero, Navin Dookeram and Patrick Hosein

International Conference on Intelligent Data Science Technologies and Applications, Virtual Event

Nov, 2021

By Shiva Ramoudith, 2 yearsSeptember 24, 2021 ago

Estimating Deforestation using Machine Learning Algorithms

Estimating Deforestation using Machine Learning Algorithms

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Keanu Nichols and Patrick Hosein

International Conference on Intelligent Data Science Technologies and Applications, Virtual Event

Nov, 2021

By Shiva Ramoudith, 2 yearsSeptember 24, 2021 ago

Using Recurrent Neural Networks to approximate orientation with Accelerometers and Magnetometers

Using Recurrent Neural Networks to approximate orientation with Accelerometers and Magnetometers

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Akil Hosang, Nicholas Hosein and Patrick Hosein

International Conference on Intelligent Data Science Technologies and Applications, Virtual Event

Nov, 2021

By Shiva Ramoudith, 2 yearsSeptember 24, 2021 ago

A Model for Optimizing Article Recommendation for Reducing Polarization

A Model for Optimizing Article Recommendation for Reducing Polarization

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Inzamam Rahaman and Patrick Hosein

IEEE/ACM International Conference on Advances in Social Network Analysis and Mining

Nov, 2021

By Shiva Ramoudith, 2 yearsSeptember 11, 2021 ago

Figure of Merit for a Multi-Generation Network

Figure of Merit for a Multi-Generation Network

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Darren Ramsook, Daniel Mahatoo and Patrick Hosein

17th International Conference on Network and Service Management, Izmir, Turkey

Oct, 2021

By Shiva Ramoudith, 2 yearsJuly 19, 2021 ago

Soft Churn: Optimal Switching between Prepaid Data Subscriptions on E-SIM supported Smartphones

Soft Churn: Optimal Switching between Prepaid Data Subscriptions on E-SIM supported Smartphones

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Patrick Hosein, Gabriela Sewdhan and Aviel Jalal

The 8th IEEE International Conference on Data Science and Advanced Analytics, Porto, Portugal

Oct, 2021

By Shiva Ramoudith, 2 yearsJuly 29, 2021 ago

A Personalized Overdraft Protection Framework

A Personalized Overdraft Protection Framework

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Karesia Ramlal and Patrick Hosein

The 8th IEEE International Conference on Data Science and Advanced Analytics, Porto, Portugal

Oct, 2021

By Shiva Ramoudith, 2 yearsJuly 29, 2021 ago

User Remuneration under Congestion: A Dynamic and Fair Pricing Strategy for Wireless Networks

User Remuneration under Congestion: A Dynamic and Fair Pricing Strategy for Wireless Networks

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Ramneek Sekhon, Patrick Hosein and Sangheon Pack

IEEE Transactions on Vehicular Technology

July, 2021

By Shiva Ramoudith, 2 yearsJune 16, 2021 ago

An Influence Model for Influence Maximization-Revenue Optimization

An Influence Model for Influence Maximization-Revenue Optimization

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Trisha Lawrence, Patrick Hosein and Isaac Dialsingh

International Journal of Data Science and Analytics (Springer Publication)

Feb, 2021

By Shiva Ramoudith, 2 yearsFebruary 4, 2021 ago

On the Optimal Allocation of Resources for a Marketing Campaign

On the Optimal Allocation of Resources for a Marketing Campaign

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Patrick Hosein, Shiva Ramoudith and Inzamam Rahaman

International Conference on Operations Research and Enterprise Systems, Vienna, Austria

Feb, 2021

By Shiva Ramoudith, 2 yearsNovember 13, 2020 ago

Cybersecurity Threat Analysis for an Energy Rich, Small Island Developing State

Cybersecurity Threat Analysis for an Energy Rich, Small Island Developing State

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Reshawn Ramjattan, Darren Ramsook and Patrick Hosein

West Indian Journal of Engineering 

Jan/Feb, 2021

By Shiva Ramoudith, 2 years ago

Perturbing Internal Opinions to Achieve Lower Polarization

Perturbing Internal Opinions to Achieve Lower Polarization

Inzamam Rahaman and Patrick Hosein

International Conference on Computational Data and Social Networks, Dallas, USA

Dec, 2020

By Shiva Ramoudith, 2 years ago

Extending DeGroot Opinion Formation for Signed Graphs and Minimising Polarization

Extending DeGroot Opinion Formation for Signed Graphs and Minimising Polarization

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Inzamam Rahaman and Patrick Hosein

International Conference on Complex Networks and their Applications, Madrid, Spain

Dec, 2020

By Shiva Ramoudith, 2 yearsOctober 1, 2020 ago

Dynamic Group Formation with Suitability Constraints in large Social Networks

Dynamic Group Formation with Suitability Constraints in large Social Networks

Reshawn Ramjattan, Nicholas Hosein, Patrick Hosein and Andre Knoesen

IEEE International Conference on Technology Management, Operations and Decisions, Marrakech, Morocco

Nov, 2020

By Shiva Ramoudith, 2 yearsOctober 9, 2020 ago

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