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Schedule
2024
Wednesday, December 4th
9:00 AM

One Size Fits All? Different Applications of AVMs

Marc Francke PhD, University of Amsterdam

9:00 AM - 10:00 AM

10:30 AM

Human-Machine Synergy in Real Estate Similarity Concept

Małgorzata Renigier-Biłozor PhD, University of Warmia and Mazury
Artur Janowski PhD, University of Warmia and Mazury

10:30 AM - 12:00 PM

10:30 AM

Implementing an AVM at a Large Scale on a Banded System in the UK

Rob Dickinson, Valuation Office Agency
Andy Grayson, Valuation Office Agency

10:30 AM - 12:00 PM

1:15 PM

Measuring Impact: New Statistical Methods for Assessment Accuracy and Transparency

Nicole Jardine PhD, Cook County Assessor's Office

1:15 PM - 2:45 PM

1:15 PM

Methodology for Homogenous Area Determination HAD2 - Mission Accomplished

Marek Walacik PhD, MRICS, CCIM, REV, University of Warmia and Mazury
Aneta Chmielewska PhD, University of Warmia and Mazury

1:15 PM - 2:45 PM

2:45 PM

From Data to Value: AI in Serbia's Mass Valuation Landscape

Ivana Štrbac, Republic Geodetic Authority of Serbia
Dejan Drašković, Republic Geodetic Authority of Serbia

2:45 PM - 3:35 PM

3:50 PM

Localized Explainability for Machine Learning Valuation Models

James Ellens, Municipal Property Assessment Corporation

3:50 PM - 5:20 PM

3:50 PM

Representation Matters: Measuring Model-Market Representation, a Heuristic to Simplify AI Complexity

James Williams, City of Philadelphia Office of Property Assessment
Kevin Keene, Keene Mass Appraisal Consultingq
Alex Raju, City of Philadelphia Office of Property Assessment

3:50 PM - 5:20 PM

Thursday, December 5th
8:45 AM

Machine Learning and Model Explanation in Mass Appraisal

Joe Wehrli, Tyler Technologies Inc.

8:45 AM - 9:45 AM

8:45 AM

Using AI to Ensure Accuracy, Equity, and Uniformity

Michael Lomax, Esri Canada

8:45 AM - 9:45 AM

10:15 AM

Enhancing Property Valuation Accuracy with Ensemble Modeling Techniques

Will Jarvis, Valuebase

10:15 AM - 11:15 AM

10:15 AM

Guidelines, Opportunities, and Challenges in AI Adoption in Assessment Offices

Imran Razzaq, C3.AI

10:15 AM - 11:15 AM

12:15 PM

Assessment Tools and Techniques to Measure and Diagnose Issues with Vertical Equity

Ron Rakow, Lincoln Institute of Land Policy
Paul Bidanset, Center for Appraisal Research Technology

12:15 PM - 1:15 PM

1:15 PM

The Monte Carlo Sampling Technique on Horizontal and Vertical Equity Measures

Luc Hermans, Netherlands Council for Real Estate Assessment

1:15 PM - 2:15 PM

2:45 PM

Simplifying the Complex: Valuing Mixed-Use Properties in a Mass Appraisal Environment

Shelley Graham MRICS, Ontario Municipal Property Assessment Corporation
Lee May CAE, M.I.M.A., Ontario Municipal Property Assessment Corporation

2:45 PM - 3:45 PM