Scott Poll

2.0k citations

44 papers · 1.5k indexed · 1 hit paper · h-index 16

Impact in

Automotive Engineering top 1%
- Advanced Battery Technologies Research
Safety, Risk, Reliability and Quality top 1%
- Reliability and Maintenance Optimization

Papers in ⓘ

Software 7
- Software Testing and Debugging Techniques 4
- Software Reliability and Analysis Research 4
Control and Systems Engineering 28
- Fault Detection and Control Systems 24
- Engineering and Test Systems 5

Co-authors: Kai Goebel (10 shared papers)Bhaskar Saha (3 shared papers)Jon P. Christophersen (3 shared papers)Indranil Roychoudhury (8 shared papers)Ole J. Mengshoel (8 shared papers)Tolga Kurtoglu (12 shared papers)Ann Patterson‐Hine (6 shared papers)Marco Rigamonti (2 shared papers)
Journals: IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans (2 papers)International Journal of Prognostics and Health Management (2 papers)Neurocomputing (1 paper)AI Magazine (1 paper)IEEE Transactions on Instrumentation and Measurement (1 paper)
Partner nations: United States Netherlands Italy

In The Last Decade

Scott Poll

43 papers receiving 1.4k citations

Hit Papers

align trajectories log scale

Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework 2008 · 656 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2008 IEEE Transactions on Instrumentation and Measurement

Peers

Countries citing papers authored by Scott Poll

Since Specialization

Citations

This map shows the geographic impact of Scott Poll's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Scott Poll with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Scott Poll more than expected).

Fields of papers citing papers by Scott Poll

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Scott Poll. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Scott Poll. The network helps show where Scott Poll may publish in the future.

Co-authors

The 25 scholars most cited alongside Scott Poll, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Scott Poll Line = papers co-authored together Scott Poll links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 44 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework IEEE Transactions on Instrumentation and Measurement ·Bhaskar Saha, Kai Goebel, Scott Poll, Jon P. Christophersen Hit paper breakdown →	2008	656
2	An integrated approach to battery health monitoring using bayesian regression and state estimation Bhaskar Saha, Scott Poll, Kai Goebel, Jon P. Christophersen	2007	153
3	Ensemble of optimized echo state networks for remaining useful life prediction Neurocomputing ·Marco Rigamonti, Piero Baraldi, Enrico Zio, Indranil Roychoudhury, Kai Goebel, Scott Poll	2017	92
4	A Comprehensive Diagnosis Methodology for Complex Hybrid Systems: A Case Study on Spacecraft Power Distribution Systems IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans ·Matthew Daigle, Indranil Roychoudhury, Gautam Biswas, Xenofon Koutsoukos, Ann Patterson‐Hine, Scott Poll	2010	71
5	Advanced Diagnostics and Prognostics Testbed Scott Poll, Ann Patterson‐Hine, Joe Camisa, David Escudero García, David Hall, Charles Lee, Ole J. Mengshoel, Christian Neukom, David Nishikawa, John Ossenfort, Adam Sweet, Serge Yentus	2007	70
6	Probabilistic Model-Based Diagnosis: An Electrical Power System Case Study IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans ·Ole J. Mengshoel, Mark Chavira, Keith Cascio, Scott Poll, Adnan Darwiche, Serdar Uckun	2010	69
7	Estimation of faults in DC electrical power system NASA STI Repository (National Aeronautics and Space Administration) ·Dimitry Gorinevsky, Stephen Boyd, Scott Poll	2009	40
8	A Real-Time Obstacle Detection and Reactive Path Planning System for Autonomous Small-Scale Helicopters AIAA Guidance, Navigation and Control Conference and Exhibit ·Joshua Redding, Jayesh Amin, Jovan Boskovic, Yeonsik Kang, Karl Hedrick, Jason K. Howlett, Scott Poll	2007	37
9	First International Diagnosis Competition - DXC'09 NASA Technical Reports Server (NASA) ·Tolga Kurtoglu, Sriram Narasimhan, Scott Poll, David Escudero García, Lukas Kuhn, Johan deKleer, Arjan vanGemund, Alexander Feldman	2009	28
10	In-flight fault detection and isolation in aircraft flight control systems Md. Shafiul Azam, Krishna R. Pattipati, J. Allanach, Scott Poll, A. Patterson-Hine	2005	28
11	Echo State Network for the Remaining Useful Life Prediction of a Turbofan Engine PHM Society European Conference ·Marco Rigamonti, Piero Baraldi, Enrico Zio, Indranil Roychoudhury, Kai Goebel, Scott Poll	2016	25
12	Evaluation, Selection, and Application of Model-Based Diagnosis Tools and Approaches Scott Poll, Ann Patterson‐Hine, Joe Camisa, David Nishikawa, Lilly Spirkovska, David Escudero García, David Hall, Christian Neukom, Adam Sweet, Serge Yentus, Charles Lee, John Ossenfort, Ole J. Mengshoel, Indranil Roychoudhury, Matthew Daigle, Gautam Biswas, Xenofon Koutsoukos, Robyn R. Lutz	2007	21
13	A framework for systematic benchmarking of monitoring and diagnostic systems Figshare ·Tolga Kurtoglu, Ole J. Mengshoel, Scott Poll	2008	21
14	A Survey of Health Management User Objectives Related to Diagnostic and Prognostic Metrics Kevin Wheeler, Tolga Kurtoglu, Scott Poll	2009	19
15	Towards a Framework for Evaluating and Comparing Diagnosis Algorithms NASA Technical Reports Server (NASA) ·Tolga Kurtoglu, Sriram Narasimhan, Scott Poll, David Escudero García, Lukas Kuhn, Johan deKleer, Arjan vanGemund, Alexander Feldman	2009	15
16	Predicting Real-Time Safety of the National Airspace System NASA STI Repository (National Aeronautics and Space Administration) ·Indranil Roychoudhury, Liljana Spirkovska, Matthew Daigle, Edward Balaban, Shankar Sankararaman, Chetan S. Kulkarni, Scott Poll, Kai Goebel	2016	15
17	A Bayesian Framework for Remaining Useful Life Estimation National Conference on Artificial Intelligence ·Bhaskar Saha, Kai Goebel, Scott Poll, Jon P. Christophersen	2007	12
18	Pilot Study of a Plug Load Management System: Preparing for Sustainability Base Scott Poll, Christopher Teubert	2012	12
19	Diagnostic Technology Evaluation Report For On-Board Crew Launch Vehicle Sandra Hayden, Nikunj C. Oza, Robert Mah, Ryan Mackey, Sriram Narasimhan, Gábor Karsai, Scott Poll, Somnath Deb, M. Shirley	2006	12
20	A battery certification testbed for small satellite missions NASA STI Repository (National Aeronautics and Space Administration) ·Zachary Cameron, Chetan S. Kulkarni, Ali Guarneros Luna, Kai Goebel, Scott Poll	2015	11

About Scott Poll

Scott Poll is a scholar working on Software, Control and Systems Engineering, Statistics, Probability and Uncertainty, Medical Laboratory Technology and Discrete Mathematics and Combinatorics, having authored 44 papers that have together received 1.5k indexed citations. Recurring topics across this work include Fault Detection and Control Systems (24 papers), AI-based Problem Solving and Planning (9 papers), Risk and Safety Analysis (6 papers), Anomaly Detection Techniques and Applications (6 papers), Bayesian Modeling and Causal Inference (5 papers), Engineering and Test Systems (5 papers), Software Testing and Debugging Techniques (4 papers) and Software Reliability and Analysis Research (4 papers). The work is most often cited by research in Automotive Engineering (655 citations), Safety, Risk, Reliability and Quality (354 citations), Control and Systems Engineering (776 citations), Software (113 citations) and Medical Laboratory Technology (36 citations). Scott Poll has collaborated with scholars based in United States, Netherlands and Italy. Frequent co-authors include Kai Goebel, Bhaskar Saha, Jon P. Christophersen, Indranil Roychoudhury, Ole J. Mengshoel, Tolga Kurtoglu, Ann Patterson‐Hine, Marco Rigamonti, Enrico Zio and Matthew Daigle. Their work appears in journals such as IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans, International Journal of Prognostics and Health Management, Neurocomputing, AI Magazine and IEEE Transactions on Instrumentation and Measurement.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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