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IAAO Research Exchange International Association of Assessing Officers

    Content Posted in 2025

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    Accomplish and Optimize a County-Wide Reappraisal with Limited Staffing, Anita Lopez Esq., Jim Molnar AAS, and Daniel Anderson

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    Accurately Accounting for AVM Land Values, Paul E. Bidanset

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    Advanced Disclosure in Ontario: Lessons Learned, Malcolm Stadig CAE, MRICS, ASA, MIMA and Cathy Ranieri Sweenie

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    Advancing fairness and accuracy: AI and machine learning in mass appraisal, IAAO AI Task Force

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    Agricultural AVMs: Feasibility and Relevance, Paul Bidanset

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    Alternative Uses of Mass Appraisal Data in Lithuania, Rūta Kliunkienė, Asta Paškevičienė, and Arvydas Bagdonavičius

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    Amy Rasmussen, RES, AAS, FIAAO

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    Analysis of spatiotemporal changes in Seoul apartment prices using the Space-Time Cube Model, Su-Yeon Jung PhD

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    An Update on the Educational Development Process, Brad A. Eldridge and Willa Jessee MSED

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    Applications of Cyclomedia in Property Assessment and Construction of a Visibility Measure for CAMA Modeling, Jah-Jin Vaughan

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    Appraisal of Mineral Properties, Jeffrey R. Kern

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    ArcGIS Platform Implementations: A Tale of Two Counties, Robert Henriquez CFA; Katrina Scarborough CCR, MCF, CFA; and Brandon Harris CCM, MBA

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    Artificial Intelligence: From Science Fiction to Reality, Conrad T. Comeaux

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    ASEAN Housing Markets and Opportunities For Mass Appraisal, Sopon Pornchokchai PhD, D.FIABCI, CRS, MRICS

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    Assessment Appeals in the Internet Age, Andrew Harrison GISP, Tom Van Buer, and Michael Brady

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    Assessment Tools and Techniques to Measure and Diagnose Issues with Vertical Equity, Ron Rakow and Paul Bidanset

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    Attorney-client privelege, work-product protection, and confidentiality, Janette M. Lohman Esq. and Duane Benton

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    Automating Field Data Collection, Coleman McCormick and Michael W. Prestridge

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    A View from the Trenches––Achieving Our CEAA, Alvin R. Lankford CAE; Katrina Scarborough CFA, CCF; Dinah Kilgore RPA; and Calvin Kent PhD, AAS

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    Best Practices for Teaching Adult Learners, Kirk F. Boone PPS and Rob Moore MS

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    Beyond the Valuation Report: The Future of the Profession Is a Wider Range of Client Services, Roger G. Messenger BSc, FRICS, FIRRV, CMIArb, REV Hon. CAAV

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    Big data: An intersecting role for the valuer in the 21st Century, Wayne Lambright

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    Big Data for Valuation, Patrick O'Connor MAI

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    Billboard Lease Mass Appraisal, Paul Wright ASA

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    Building smarter cities with blockchain (Keynote), Tony Crabb

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    Cadastral Data Sharing & Aggregation: National Parcel Map, Neal D. Carpenter CMS and Brent Jones PE, PLS

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    Calculating Price Related Bias in Excel, Anthony Justice AAS, MS, MPA

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    Cases of note in your jurisdictions, Thomas A. Jaconetty Esq.

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    Cases of note in your jurisdictions: 2011, IAAO Legal Committee

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    Cases of note in your jurisdictions: 2012, Thomas A. Jaconetty Esq.

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    Case study: Imaging, scanning and discovery in New Providence, The Bahamas, Tim Bross and Tony Henderson

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    Catching the Vision – Strategic Planning & Vision 2020, John C. Isbell AAS and Tim L. Boncoskey

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    CEAA: The Latest and Greatest, Calvin A. Kent

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    Cell Towers: RCN Cost vs. Original Cost, Gregory Perry Popham

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    Central Falls case study - Testing modern approaches to value in a small New England community, Daniel Ducharme PhD

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    Challenges After a Long Lapse In Revaluation, Siska S. Hutapea MAI, MRICS, MRE and Ruel J. Williamson MBA

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    Challenging the conventional practice: The use of value banding in the assesssment of residential properties for a recurrent property tax, William J. McCluskey PhD

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    Choose your story: An interactive guide to management methods for technical GIS staff, Nathan Langdon and Phillip Leveille

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    Commercial sales and income models, Robert Gloudemans FIAAO

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    Computer Security & Identity Theft: Risks & Why It Matters, Matthew D. Donahue

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    Converting SPSS regression models to Python regression models using Jupyter Notebook, Brad Welborn

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    Cost Tables vs. Cost Estimators for Valuation, Edward Martinez, Mariann Matz, and Jim Siebers

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    Creating a Body of Knowledge, Frederick M. Chmura AAS; Kenneth L. Joyner RES, AAS, MAE; Michael J. Lomax; and Michael W. Ireland CAE

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    Creating and Maintaining a High Performance Assessment Team, Brian E. Gordineer AAS and Olivia M. Griebel

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    Creating Success Through Workplace Climate and Engagement, Allen Zingg

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    Creating value by connecting data silos, Jimmy Williams and Alex Raju

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    Data ownership, Tracey Ah Hee

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    Defining the boundaries of property ethical conduct in property tax representation: Confronting practical ethical challenges, Deborah Sue Cartwright Esq., Mark Minsky, Wayne Tenenbaum Esq., and Jill Tanner

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    Delineating market areas used for mass valuation using geographically weighted regression (GWR) and hierarchical cluster analysis (HCA), Paul E. Bidanset, Peadar T. Davis, Daniel J. Fasteen, Michael J. McCord, Luc D. Hermans, and William J. McCluskey

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    Demonstration Appraisal Report Grading, Randy J. Ripperger CAE

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    Detecting bias samples in assessment, Robert Denne

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    Developing and Nurturing Your X-Ray Vision, August Dettbarn RMA

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    Developing Effective Age Models: The Case of Harris County Appraisal District Residential Properties, Errol Williams PhD

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    Disaster recovery administration: An overview of approaches, concepts, and responses, Thomas A. Jaconetty Esq. and Wayne A. Tenenbaum Esq.

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    Disaster recovery appraisal, Gaylord A. Wood Jr., Esq., CMA

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    Disasters, Pre–Planning and Response: Is Your Office Ready?, Gregory S. Brown CFA and Alex Hepp

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    Discovering "insightful" patterns within your data using business intelligence tools and GIS, Daniel J. Fasteen PhD and Brent Jones

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    Donna VanderVries, CAE, AAS, PPS, Esq.

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    Don't Cut Me Off!: Use of Post Valuation Date Evidence in Appraisals, William D. Shepherd and Shawn E. Wilson MAI

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    E-discovery: Innovative discovery techniques, Sands L. Stiefer Esq.

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    Electronic Data Verification Program, James D. Tanner

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    Electronic Notices Vs. Paper in the Mail, Jim Coté MDP, EMCM

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    Engaging the Adult Learner, Kirk Boone and Rob Moore

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    Enhancing Property Valuation Accuracy with Ensemble Modeling Techniques, Will Jarvis

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    Enhancing ratio studies with AI: Identifying sources of inequity with SHAP values, Paul Bidanset and Joseph Werhli

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    Estimating Market Value on Leased Properties, John Valente ASA

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    Ethical dilemmas in property taxation practice, Deborah Sue Cartwright Esq.

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    Ethical requirements for property tax attorneys, Melinda D. Blackwell and Tammy White-Chaffer

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    Ethical scenarios for discussion, Nora A. Doherty Esq. and Thomas A. Jaconetty Esq.

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    Ethics of social networking, Julie A. Tappendorf Esq. and David S. Silverman Esq.

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    Evaluating costs of litigation, Melinda D. Blackwell Esq. and W. Kenneth Nolan

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    Everything You Ever Wanted to Know About Modeling (But Were Too Afraid to Ask), Paul Bidanset

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    Evolution or Revolution: Adapting to Changes, John Hughes FRICS, Eric Jennings, and Elizabeth Strout

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    Excel Can Do That? From Pivot Tables to Dashboards, David M. Cornell CAE, MAI, MBA

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    Fair + Equitable April/May 2025, International Association of Assessing Officers

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    Fair + Equitable August 2022, International Association of Assessing Officers

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    Fair + Equitable February 2025, International Association of Assessing Officers

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    Fair + Equitable June 2025, International Association of Assessing Officers

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    Fair + Equitable June/July 2022, International Association of Assessing Officers

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    Fair + Equitable March 2025, International Association of Assessing Officers

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    Fair + Equitable May 2022, International Association of Assessing Officers

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    Fair + Equitable September 2022, International Association of Assessing Officers

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    Fee Simple… It's Not So Complicated, Peter F. Korpacz MAI, CRE, FRICS

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    Fill 'Er Up! Gas Station and C-Store Valuation Methods, Marcus M. Moffitt MPA, RPA

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    Five Stories from Across America, Tim L. Boncoskey, Steven Hunt, Scott K. Teruya, and David W. Fitzgibbon

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    Fractured condominiums: Valuing the unsold inventory, Gaylord Wood Esq.

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    From Data to Value: AI in Serbia's Mass Valuation Landscape, Ivana Štrbac and Dejan Drašković

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    Geostatistical Response Surface – An Appraiser Training Manual, Maria De La Pena and Bob Kaldor

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    Getting AVMs and single appraisals to play nice, Ingi Finnsson

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    GIS Can Do That! Basic GIS Concepts for Assessment Professionals, Daniel J. Fasteen PhD

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    GIS for assessors: From zero to hero without losing your mind, Linda Foster and Lauren Voelker

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    GIS implementation in mass valuation process: Lithuanian case, Daiwa Wolyniec, Asta Paškevičienė, and Arvydas Bagdonavičius

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    GIS In the Assessor’s Office: A Study of Emerging Trends, Paul E. Bidanset; Daniel J. Fasteen; and Brent Jones PE, PLS

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    GIS parcel data for the nation, Shelby Johnson, Christine Stinchcomb CMS, and Kate Kiyanitsa

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    Global innovations think tank, Vince Mangioni and Su-Yeon Jung PhD

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    Great Leaders Grow Highly Effective Teams, Val Larson MBA, MD, OD

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    Greg McHenry, AAS

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

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    Harnessing street-view imagery: A success story from Skagit County, Danny Hagen

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    How to be a good leader and a good manager, Shaun Christofferson AAS

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    How to Deploy Valuation Models: Maricopa County's PMML Project, David Whiterell RES and Jennifer Rearich

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    How to Reduce Stress In a Revaluation Year, Randy Faircloth, Helen McNuly, and Jake Lackey

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    Human-Machine Synergy in Real Estate Similarity Concept, Małgorzata Renigier-Biłozor PhD and Artur Janowski PhD

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    IAAO Research and Findings of Special Committee on Big-Box Valuation Position Paper, IAAO Special Committee on Big-Box Valuation

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    Identifying & Allocating Intangible Assets for Property Appraiser’s Office, IAAO Special Committee on Intangible Assets

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    Implementing an AVM at a Large Scale on a Banded System in the UK, Rob Dickinson and Andy Grayson

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    Improving Commercial Value Estimates Using a New Cost Model, J. Wayne Moore PhD and Tony W. Lindauer CKA

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    Improving Residential CODs Using Logistic Regression, Michael L. Brooks MBA, MA

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    Improving valuations with big data, open data, & data mining, Michael McCord PhD, Paul Bidanset, and Margie Cusack

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    Income Valuation Models: A Journey to Excellence, Charlene MacNeil AACI, MIMA

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    Infill Property Development and Large Scale Renovations, Andrew T. Carswell PhD and Daniel J. Fasteen

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    Innovation showcase: Drones, Joel Spencer

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    Innovation showcase: LiDAR, Hedieh Alvan PhD

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    Innovation showcase: Opteon, Robert Tot

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    Innovation showcase: Tyler Technologies, Tony Henderson

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    International Property Measurement Standards, Gary McCabe

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    International Property Measurement Standards (IPMS), Gary J. McCabe CAE

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    Is there a Heisenberg Effect? Using GIS to investigate the impact of residential meth labs on nearby property values in Albuquerque, NM, Damian Lara Esq., Fabian Montoya, and Paul Bidanset PhD

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    It's not personal -- Just business, Patricia Parker Esq.

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    Journal of Property Tax Assessment & Administration v. 22 n. 1: Complete Issue, International Association of Assessing Officers

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    Keeping Citizens Informed Through Social Media, Clarence E. Mingo II and Dave O'Neil

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    Latest AI trends and their impact on mass appraisal, Shail Jain

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    Leading with Emotional Intelligence, Rebecca L. Malmquist CAE, SAMA and Tiffany A. Opheikens RES

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    Legal and appraisal issues related to use of contract rent or market rent in determining the value of commercial property for property tax purposes, Alan Dornfest AAS, Steve Fiscus, and Carl Olsson

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    Leveraging the ArcGIS Pro Parcel Fabric, Jason Camerano and Ana Rodriguez

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    LiDAR powered assessment databases worldwide, Michael Lomax and Hedieh Alvan PhD

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    Localized Explainability for Machine Learning Valuation Models, James Ellens

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    L. Wade Patterson

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    Machine Learning and Model Explanation in Mass Appraisal, Joe Wehrli

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    Managing Change, Patrick Miller

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    Market monitoring and cognitive analysis as a technological basis for setting up "public pricing/assessing boards", Svetlana Tabakova PhD

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    Mass appraisal systems: Redevelopment of the VISTAS system, Tim Grant

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    Mass appraisal systems: Tyler Technologies, Tony Henderson and Tim Bross

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    Measuring Impact: New Statistical Methods for Assessment Accuracy and Transparency, Nicole Jardine PhD

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    Mecklenburg 2011 Revaluation Review, Kenneth L. Joyner RES, AAS; Eric G. Anderson; David D. Reeves MSIT, SSGB, PMP; and Christina M. Lantis

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    Mecklenburg County N.C. BPP Canvassing Initiative, Sandy Martin PPS and Barry Lindenman CPA

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    Methodology for Homogenous Area Determination HAD2 - Mission Accomplished, Marek Walacik PhD, MRICS, CCIM, REV and Aneta Chmielewska PhD

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    Modernizing property tax systems, the City of Port-au-Prince, Cliff Lipscomb PhD and Ruel Williamson

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    Morale & Motivation, Heather Drake CAE, RES and Jared Angell PMP

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    Multiagency contract collaboration, Joseph Brewer

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    Multi-Family Appraisal Issues, Terry R. Taylor CAE, RES, CFE

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    Multiple Regression Modeling and Residential Appraisal, Ronald A. Rowe

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    Multipurpose benefits of mass valuation system, Neva Žibrik

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    National overview of government valuations and trends (Keynote), Robert Marsh

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    Office Buildings Income Valuation & Mass Appraisal Modeling, Toni Viens MAI, SRA

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    Off the Beaten Path –– Alternative Careers in Appraisal, Paul E. Bidanset

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    Omitted property and back tax assessments, Nora A. Doherty Esq.

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    One Size Fits All? Different Applications of AVMs, Marc Francke PhD

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    Out–Of–The–Box Leadership, Tony W. Lindauer CKA and Colleen Younger

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    Parcel mapping in ArcGIS Pro workshop, Tyler Prahl and Kent Rothrock

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    Patrick Alesandrini, CAE, RES

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    Peeking behind the curatin: How GIS empowers transparency in Cuyahoga County's reappraisal, Jordan Abbott and Tom Fisher

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    Personal Property: From Discovery to Final Valuation, Mariann Matz and Laurie Goodman

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    Personal property valuation and exemptions in the U.S., Alan S. Dornfest AAS, George Brown Esq., and Richard Anderson

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    Piloting innovative approaches to valuing commercial property for taxation purposes: Occupier assisted valuations (OAV), Terence Fahey

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    Practical implementation of rocket science in developing time trends, Jeremy Eye and Wendell Salas

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    Pragmatism or principles 2: Property taxation valuation in Finland, Kauko Viitanen PhD and Mika-Petteri Törhönen PhD

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    Property Tax Appeals International Experience, Kathy Gillis and Paul Sanderson

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    Property taxation and valuation in the Czech Republic and the way forward, Alena Holmes JD

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    Property Tax Systems and Data Accuracy: Korea and the US, Su Yeon Jung PhD

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    Proposing a new market value proxy for vertical inequity detection, Josh Myers

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    Pseudo property taxes: Are they fair, uniform, and equitable, Richard Grover

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    Rebecca Malmquist, CAE

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    Recent developments in real property taxation: Exemptions, Mark P. Reynolds Esq.

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    Recent developments in real property taxation: Exemptions, Mark P. Reynolds Esq.

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    Recent developments in real property taxation: Exemptions (2011), Mark P. Reynolds Esq.

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    Recent developments in real property taxation: Procedural, Harold J. Hicks Esq.

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    Recent developments in real property taxation: Procedural, Harold Hicks Esq.

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    Recent developments in real property taxation: Procedural (2011), Harold J. Hicks Esq.

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    Recent developments in real property taxation: Substantive, William E. Banfield Esq.

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    Recent developments in real property taxation: Substantive, William E. Banfield Esq., Reed Schneider, Suzanne Walsh, and Benjamin M. Williams

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    Recent developments in real property taxation: Substantive (2011), William E. Banfield Esq.

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    Regulating for success, Austin K. Parker JD, LLM, SJD and Bryant E. Parker JD, LLM, SJD

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    Reimagining global cities: The impact of transport infrastructure on creating connected cities and a new urban/rural connection, Danny Thomas and Tim Williams PhD

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    Repeat Sales Model Depreciation Estimation, Weiran Huang PhD

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    Replacement cost and depreciation: A national or local affair?, Ruud M. Kathmann

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    Representation Matters: Measuring Model-Market Representation, a Heuristic to Simplify AI Complexity, James Williams, Kevin Keene, and Alex Raju

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    Resolving Disputed Assessments Online, Roland Altinger and Keith Bethel

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    Roles and Goals for a Formal Assessment Appeal: Objectives for Large Formal Property Assessment Appeals, Marty Marshall, Rich Fosburg, Andrea Crumback Esq., and Mike Meyer PLC

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    Say What You Mean and Mean What You Say, Brenda J. Setelin

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    Separating Intangible Value, FF&E, and Real Estate, Jim Amorin

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    Shaping reality: The power of narratives in data analysis, visualization, and decision architecture, Bindi Shakya Msc

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    Shifting organizational culture through onboarding and professional development, Monica Williams and James Aros Jr.

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    Simplifying the Complex: Valuing Mixed-Use Properties in a Mass Appraisal Environment, Shelley Graham MRICS and Lee May CAE, M.I.M.A.

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    Site Inspection Process for Industrial Properties, Robert T. Lehn PE, RPA, MChE; Nicholas A. Elmore RES, AAS, MAE; and Dennis Deegear MPA

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    Sketch verification: The key to uncovering lost revenue and boosting accuracy with Medina County, OH, Tim Horak and John Hunter

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    Smart cities: Disruptive technology, Michael Lomax RI and Hedieh Alvan PhD

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    Smart cities: Sustainability, Roger Walker

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    Smart cities: Valuation of multi-purpose buildings, Kevin M. Keene and James Williams

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    Solar Panels: It’s Time to Value the Sun’s Power, Jake Parkinson

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    Spatial valuation: A glimpse into the future, Michael Lomax RI and Hedieh Alvan PhD

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    Spatial valuation: Melbourne's skyline is changing, Annabel McFarlane

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    Spinning the real estate market cycle: Imminent recession or extended expansion 2025, Ronnie Lee Phillips

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    Statistical Mass Appraisal Models for Large Commercial Buildings, Patrick M. O'Connor ASA

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    Storytelling for impact: GIS technology as a tool for advocacy, Mike Dotson and Michaella Radich

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    Strategic and operational planning, Kevin Keene and Cindy Braddock

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    Strategies to transform land records & assessment workflows using GIS, Kyle Wikstrom

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    Success Factors for a Property Taxation System and the Consequent Risks, Ben Bervoets and Marco Kuijper

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    Support cyclical reassessments with street level imagery, Shayne Gray and Bill Wetzel

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    Tag and Tax: Evolution of Registered Motor Vehicle Taxation, Travis J. Isaacs

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    Tax assessor: A judicial official, Carl L. Tilghman Esq.

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    Telecommunications property and equipment, Anthony M. Ambriano Esq.

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    The Aliso Canyon/Porter Ranch Natural Gas Leak, Tracy Rekart

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    The assessor as data collector, Paul Sanderson

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    The Challenge of Avoidance, Evasion, Fraud and Corruption in Property Tax, Ian Ferguson IRRV (Hons); Paul McDermott FIRRV, MCIM; and David Magor OBE, IRRV (Hons)

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    The commerce clause: Ad valorem taxation of gas, oil, and petroleum products, Mario L. Dell'Osso Esq.

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    The demise of equal and uniform taxation in Texas, G. Todd Stewart Esq.

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    The development of the property taxation system in Romania, Michaela Spiridon

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    The effects of Monte Carlo sampling on automated valuation model performance in real estate assessment, Luc D. Hermans, Peadar T. Davis, Michael J. McCord, and Paul E. Bidanset

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    The IAAO from an European Perspective, Jan G. E. Gieskes

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    The Importance of Customer Service and Information Technology, Gus Martinez, Daniel Fresquez, Jessica Ulibarri, and Isaiah Romero

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    The Magic of Innovation, Justin Eimers RMA, Michael Harvey III, Matthew Shockley AAS, and Emily Goldstein

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    The Missing Link in Performance Management: Data!, Lawrence E. Stone and Marie Fuentes

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    The Monte Carlo Sampling Technique on Horizontal and Vertical Equity Measures, Luc Hermans

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    The need for a good appeals process, Gordon Heath IRRV(Hons)

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    The new property taxation system in Denmark, Lasse Skakkebæk Lindegaard

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    The People Factor, Meredith Buchanan and Carlos Resendes

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    The Price Related Bias: Is It Ready for Prime Time?, Peter L. Davis

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    The Rise of Drone Utilization for Property Assessment, Charles Mondello MS, ASPRS Fellow, GISP

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    The Science of Engaging the Adult Learner, Willa Jessee MSED and Brad Eldridge MAI

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    The Valuation of Underperforming Regional Malls: The Changing Face of Retail and Its Impact on Real Estate Values, Peter F. Korpacz MAE, CRE, FRICS

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    Timeshare and vacation ownership property, Renea Linton

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    Timothy Boncoskey

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    Transformation and spatial attributes in regression modeling, Kevin Keene and James Williams

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    Unlawful practice of law by tax agents, Susan Trylinski

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    Unlicensed practice of law issues in property tax assessment appeals: The debate continues, Thomas J. McNulty Esq.

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    Unregistered/informal land valuation and taxation: A new frontier for property/land revenue generation in the developing world, James Kavanagh

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    Using AI to Ensure Accuracy, Equity, and Uniformity, Michael Lomax

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    Using conservation easements to protect open space: Public policy, tax effects, and challenges, Jeffrey Sundberg

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    Using cutting-edge GIS: Technological transformation at the Valuation Office Agency (VOA), Sanjay Rana

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    Using GWR to suggest spatial patterns of inequity: The development of a new webapp by the Lincoln Institute of Land Policy, Ron Rakow and Paul Bidanset

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    Using Technology in Residential Data Collection, Michael Kasper, John Robins, and Andrew Sustaita

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    Using the Latest Technology to Improve Sketch Accuracy, Jim Jacobs RES, Nancy Johnston PMP, and Robert Smoote

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    USPAP, the book of constant change, Kenneth Voss CAE

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    Valuation Challenges: Cap Rate, Highest and Best Use, RCN, Jim Amorin MAI, SRA, AI-GRS and Stephen S. Wagner MAI, SRA, AI-GRS

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    Valuation models for hospitals & health care facilities, John VanSanten MAI, MRICS and Jack Randal Poteet MAI, ASA

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    Valuation of billboards: Counterpoint, Amy Siebel Esq., Dan Furdek MBA, and Peter Weissenfluh

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    Valuation of multi-purpose buildings, Kevin Keene

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    Valuation of Possessory Interest, Olufemi A. Omotoso RES, MRICS and Folu Addy MSc

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    Valuing Hospitals as Integrated Healthcare Facilities, Brian Johnson

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    Valuing the Las Vegas “Strip”: The Challenges & Limitations of the "City That Never Sleeps" Where the Extraordinary is Ordinary, Jill M. Wood, Colette Black, Carolanne Doherty, and Amy Mills

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    Walking Tour of New Commercial Construction, James R. Siebers, Ed Martinez IDECC, and Kevin Hayes

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    What Top Customer Experience Trends Mean to You, Jeff Green

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    Who’s Afraid of the Big, Bad Cost Approach, William D. Shepherd Esq.

 
 
 

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