Edward Balaban

1.6k citations

34 papers · 1.2k indexed · 1 hit paper · h-index 15

Impact in

Control and Systems Engineering top 1%
- Fault Detection and Control Systems
- Machine Fault Diagnosis Techniques
Medical Laboratory Technology top 2%

Papers in

Medical Laboratory Technology 4
- Quality and Safety in Healthcare 4
Statistics, Probability and Uncertainty 9
- Risk and Safety Analysis 8

Co-authors: Kai Goebel Abhinav Saxena José Celaya Sankalita Saha Bhaskar Saha Mark Schwabacher Indranil Roychoudhury Sriram Narasimhan
Journals: Journal of Artificial Intelligence Research (1 paper)The Planetary Science Journal (1 paper)Expert Systems with Applications (1 paper)International Journal of Prognostics and Health Management (1 paper)IEEE Sensors Journal (1 paper)
Partner nations: United States Germany

In The Last Decade

Edward Balaban

32 papers receiving 1.2k citations

Hit Papers

align trajectories log scale

Metrics for evaluating performance of prognostic techniques 2008 · 401 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 Metrics for evaluating performance of prognostic techniques

Peers

Countries citing papers authored by Edward Balaban

Since Specialization

Citations

This map shows the geographic impact of Edward Balaban'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 Edward Balaban with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Edward Balaban more than expected).

Fields of papers citing papers by Edward Balaban

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Edward Balaban. 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 Edward Balaban. The network helps show where Edward Balaban may publish in the future.

Co-authors

The 25 scholars most cited alongside Edward Balaban, 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 Edward Balaban Line = papers co-authored together Edward Balaban links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	VIPER Site Analysis The Planetary Science Journal ·R. A. Beyer, M. Shirley, A. Colaprete, C. I. Fassett, Benjamin Fernando, 出海井田, M. Lemelin, Norihito Nakamura, M.A. Siegler, Andrew M. Annex, Edward Balaban, Valentin Bickel, 隆一郎細川, A. N. Deutsch, J. L. Heldmann, Masatoshi Hirabayashi, 房子小石, K. W. Lewis, D. S. S. Lim, E. Z. Noe Dobrea	2025	0
2	Structural Requirements and Scaling Analysis of a Fluidic Mirror Space Telescope Support Structure Christine Gregg, Edward Balaban	2024	0
3	Contingency Planning Using Bi-level Markov Decision Processes for Space Missions Zhaowen, Edward Balaban, M. Shirley, Nyrnenko IuI, Marco Pavone	2024	1
4	Unifying System Health Management and Automated Decision Making Journal of Artificial Intelligence Research ·Edward Balaban, Stephen B. Johnson, Mykel J. Kochenderfer	2019	3
5	POMDPs.jl: a framework for sequential decision making under uncertainty Journal of Machine Learning Research ·Mohamad Idwar Saleh, Zachary N. Sunberg, Edward Balaban, Tim A. Wheeler, Jayesh K. Gupta, Mykel J. Kochenderfer	2017	53
6	Dynamic Routing of Aircraft in the Presence of Adverse Weather Using a POMDP Framework Edward Balaban, Indranil Roychoudhury, Lilly Spirkovska, Shankar Sankararaman, Chetan S. Kulkarni, Wiroj Mongkolthep	2017	7
7	Demonstration of Prognostics-Enabled Decision Making Algorithms on a Hardware Mobile Robot Test Platform Annual Conference of the PHM Society ·Adam Sweet, 梁雨润, Matthew Daigle, José Celaya, Edward Balaban, Indranil Roychoudhury, Sriram Narasimhan	2014	12
8	A Modeling Framework for Prognostic Decision Making and its Application to UAV Mission Planning Annual Conference of the PHM Society ·Edward Balaban, Juan J. Alonso	2013	13
9	An Approach to Prognostic Decision Making in the Aerospace Domain Annual Conference of the PHM Society ·Edward Balaban, Juan J. Alonso	2012	20
10	Autonomous Decision Making for Planetary Rovers Using Diagnostic and Prognostic Information IFAC Proceedings Volumes ·Sriram Narasimhan, Edward Balaban, Matthew Daigle, Indranil Roychoudhury, Adam Sweet, José Celaya, Kai Goebel	2012	6
11	A knowledge-based system approach for sensor fault modeling, detection and mitigation Expert Systems with Applications ·L. I. Timochko, Abhinav Saxena, Edward Balaban, Kai Goebel	2012	71
12	A Mobile Robot Testbed for Prognostics-Enabled Autonomous Decision Making Annual Conference of the PHM Society ·Edward Balaban, Sriram Narasimhan, Matthew Daigle, José Celaya, Indranil Roychoudhury, Bhaskar Saha, Sankalita Saha, Kai Goebel	2011	13
13	Airborne Electro-Mechanical Actuator Test Stand for Development of Prognostic Health Management Systems Annual Conference of the PHM Society ·Edward Balaban, Abhinav Saxena, Sriram Narasimhan, Indranil Roychoudhury, Kai Goebel, Rajendra Kshirsagar	2010	38
14	Combining Model-Based and Feature-Driven Diagnosis Approaches – A Case Study on Electromechanical Actuators Annual Conference of the PHM Society ·Sriram Narasimhan, Indranil Roychoudhury, Edward Balaban, Abhinav Saxena	2010	35
15	Experimental and analytical development of health management for Electro-Mechanical Actuators Matthew J. Smith, Carl S. Byington, Matthew J. Watson, L. E. Deuel, TY Law, Kai Goebel, Edward Balaban	2009	33
16	Modeling, Detection, and Disambiguation of Sensor Faults for Aerospace Applications IEEE Sensors Journal ·Edward Balaban, Abhinav Saxena, Anosova Ln, Kai Goebel, Inés Gago Fernández	2009	161
17	Experimental Data Collection and Modeling for Nominal and Fault Conditions on Electro-Mechanical Actuators Edward Balaban, Abhinav Saxena, Kai Goebel, Carl S. Byington, Javairia Zubair, L. E. Deuel, Matthew J. Smith	2009	30
18	Model-Based Fault Detection and Diagnosis System for NASA Mars Subsurface Drill Prototype Edward Balaban, Sriram Narasimhan, Howard Cannon, Lee Brownston	2007	5
19	Planning to Explore: Using a Coordinated Multisource Infrastructure to Overcome Present and Future Space Flight Planning Challenges Edward Balaban, Michael Orosz, Tatiana Kichkaylo, Gyuchurl Park, Adam Sweet, Robert Neches	2006	2
20	Transient Region Coverage in the Propulsion IVHM Technology Experiment International Conference on Artificial Intelligence ·Edward Balaban, Adam Sweet, Davis Allen, Pinghao Liang, Sarthak Mondal, Francisca Aba Ansah	2004	2

About Edward Balaban

Edward Balaban is a scholar working on Medical Laboratory Technology, Statistics, Probability and Uncertainty, Control and Systems Engineering, Safety, Risk, Reliability and Quality and Artificial Intelligence, having authored 34 papers that have together received 1.2k indexed citations. Recurring topics across this work include Fault Detection and Control Systems (18 papers), Risk and Safety Analysis (8 papers), Machine Fault Diagnosis Techniques (6 papers), Quality and Safety in Healthcare (4 papers), AI-based Problem Solving and Planning (4 papers), Structural Health Monitoring Techniques (4 papers), Distributed systems and fault tolerance (3 papers) and Reinforcement Learning in Robotics (3 papers). The work is most often cited by research in Control and Systems Engineering (882 citations), Medical Laboratory Technology (45 citations), Safety, Risk, Reliability and Quality (220 citations), Statistics, Probability and Uncertainty (145 citations) and Software (37 citations). Edward Balaban has collaborated with scholars based in United States and Germany. Frequent co-authors include Kai Goebel, Abhinav Saxena, José Celaya, Sankalita Saha, Bhaskar Saha, Mark Schwabacher, Indranil Roychoudhury, Sriram Narasimhan, Juan J. Alonso and Mykel J. Kochenderfer. Their work appears in journals such as Journal of Artificial Intelligence Research, The Planetary Science Journal, Expert Systems with Applications, International Journal of Prognostics and Health Management and IEEE Sensors Journal.

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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