Kiri Wagstaff
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Kiri Wagstaffcomputer-science Degrees
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Data Mining
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Computer Science
Kiri Wagstaff's Degrees
- PhD Computer Science Cornell University
- Masters Computer Science Cornell University
- Bachelors Computer Science University of Washington
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Why Is Kiri Wagstaff Influential?
(Suggest an Edit or Addition)According to Wikipedia, Kiri Lou Wagstaff is an American computer scientist and planetary scientist whose research involves the use of machine learning in the analysis of data and autonomous control of planetary rovers and other space probes. She is a senior instructor in electrical engineering and computer science at Oregon State University.
Kiri Wagstaff's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Constrained K-means Clustering with Background Knowledge (2001) (2779)
- Clustering with Instance-Level Constraints (2000) (662)
- Constrained Clustering: Advances in Algorithms, Theory, and Applications (2008) (498)
- Machine Learning that Matters (2012) (256)
- Mining GPS Traces for Map Refinement (2004) (218)
- Measuring Constraint-Set Utility for Partitional Clustering Algorithms (2006) (217)
- Noun Phrase Coreference as Clustering (1999) (215)
- Multidocument Summarization via Information Extraction (2001) (109)
- Intelligent Clustering with Instance-Level Constraints (2002) (105)
- Machine learning for science and society (2013) (92)
- Alpha seeding for support vector machines (2000) (90)
- Active Constrained Clustering by Examining Spectral Eigenvectors (2005) (83)
- Clustering with Missing Values: No Imputation Required (2004) (81)
- VAST: An ASKAP Survey for Variables and Slow Transients (2012) (80)
- The Commensal Real-Time ASKAP Fast-Transients (CRAFT) Survey (2010) (77)
- When Is Constrained Clustering Beneficial, and Why? (2006) (57)
- Onboard Autonomy on the Intelligent Payload Experiment CubeSat Mission (2017) (54)
- Forecasting space weather: Predicting interplanetary shocks using neural networks (2005) (50)
- V-FASTR: THE VLBA FAST RADIO TRANSIENTS EXPERIMENT (2011) (49)
- Current results from a rover science data analysis system (2005) (46)
- Value, Cost, and Sharing: Open Issues in Constrained Clustering (2006) (46)
- Constrained Spectral Clustering under a Local Proximity Structure Assumption (2005) (45)
- Making the Most of Missing Values: Object Clustering with Partial Data in Astronomy (2004) (43)
- Characterization of a sulfur-rich Arctic spring site and field analog to Europa using hyperspectral data (2010) (42)
- Robotic space exploration agents (2017) (42)
- Observations of the north polar water ice annulus on Mars using THEMIS and TES (2008) (41)
- Generalized clustering, supervised learning, and data assignment (2001) (40)
- Learning user preferences for sets of objects (2006) (40)
- Deep Mars: CNN Classification of Mars Imagery for the PDS Imaging Atlas (2018) (38)
- Guiding Scientific Discovery with Explanations Using DEMUD (2013) (34)
- Novelty Detection for Multispectral Images with Application to Planetary Exploration (2019) (34)
- Constrained Clustering (2010) (32)
- Salience Assignment for Multiple-Instance Regression (2007) (30)
- Multiple-Instance Regression with Structured Data (2008) (30)
- Onboard Autonomy on the Intelligent Payload EXperiment (IPEX) Cubesat Mission: A pathfinder for the proposed HyspIRI Mission Intelligent Payload Module (2014) (29)
- DD-PREF: A Language for Expressing Preferences over Sets (2005) (29)
- A Machine Learning Classifier for Fast Radio Burst Detection at the VLBA (2016) (28)
- DETECTION OF FAST RADIO TRANSIENTS WITH MULTIPLE STATIONS: A CASE STUDY USING THE VERY LONG BASELINE ARRAY (2011) (27)
- On-board analysis of uncalibrated data for a spacecraft at mars (2007) (26)
- Evaluation of wet and dry recurring slope lineae (RSL) formation mechanisms based on quantitative mapping of RSL in Garni Crater, Valles Marineris, Mars (2020) (24)
- Machine learning in space: extending our reach (2011) (24)
- The Smart/Empire TIPSTER IR System (1998) (24)
- Toward Generalized Change Detection on Planetary Surfaces With Convolutional Autoencoders and Transfer Learning (2019) (23)
- Dynamic Landmarking for Surface Feature Identification and Change Detection (2012) (23)
- Comparison of novelty detection methods for multispectral images in rover-based planetary exploration missions (2020) (22)
- Smart, texture‐sensitive instrument classification for in situ rock and layer analysis (2013) (22)
- LIMITS ON FAST RADIO BURSTS FROM FOUR YEARS OF THE V-FASTR EXPERIMENT (2016) (22)
- Big data challenges for large radio arrays (2012) (20)
- LIMITS ON THE EVENT RATES OF FAST RADIO TRANSIENTS FROM THE V-FASTR EXPERIMENT (2012) (18)
- Smart cameras for remote science survey (2012) (18)
- Improving onboard analysis of Hyperion images by filtering mislabeled training data examples (2009) (16)
- Semi-Supervised Data Summarization: Using Spectral Libraries to Improve Hyperspectral Clustering (2005) (16)
- Marginalia in the digital age: Are digital reading devices meeting the needs of today’s readers? (2017) (16)
- Continual Learning (2010) (16)
- Field demonstration of an instrument performing automatic classification of geologic surfaces. (2014) (16)
- Validating Rover Image Prioritizations (2005) (14)
- An evaluation of information-theoretic methods for detecting structural microbial biosignatures. (2010) (13)
- Science-based Region-of-Interest Image Compression (2004) (13)
- A FRAMEWORK FOR INTERPRETING FAST RADIO TRANSIENTS SEARCH EXPERIMENTS: APPLICATION TO THE V-FASTR EXPERIMENT (2013) (13)
- Enabling Onboard Detection of Events of Scientific Interest for the Europa Clipper Spacecraft (2019) (13)
- TextureCam: Autonomous Image Analysis for Astrobiology Survey (2012) (12)
- Active Learning with Irrelevant Examples (2006) (12)
- Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances (2021) (11)
- AUTONOMOUS REAL-TIME DETECTION OF PLUMES AND JETS FROM MOONS AND COMETS (2014) (11)
- Surface Sulfur Detection via Remote Sensing and Onboard Classification (2012) (10)
- K-means in space: a radiation sensitivity evaluation (2009) (10)
- Modelling and learning user preferences over sets (2010) (10)
- Progressive refinement for support vector machines (2009) (9)
- Autonomy for remote sensing — Experiences from the IPEX CubeSat (2015) (9)
- An onboard data analysis method to track the seasonal polar caps on Mars (2005) (9)
- Onboard detection of natural sulfur on a glacier via a SVM and Hyperion data (2009) (9)
- Enhanced flyby science with onboard computer vision: Tracking and surface feature detection at small bodies (2015) (9)
- Confidence-Based Feature Acquisition to Minimize Training and Test Costs (2010) (9)
- Mars orbital image (HiRISE) labeled data set (2017) (9)
- Simulating and Detecting Radiation-Induced Errors for Onboard Machine Learning (2009) (8)
- Interpretable Discovery in Large Image Data Sets (2018) (8)
- Onboard Detection of Active Canadian Sulfur Springs: A Europa Analogue (2008) (8)
- HARVIST: a system for agricultural and weather studies using advanced statistical methods (2005) (8)
- Mars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature (2018) (7)
- Automatic Onboard Detection of Planetary Volcanism from Images (2007) (7)
- Detecting Discrepancies and Improving Intelligibility : Two Preliminary Evaluations of RIPTIDES (2001) (7)
- Automated Classification to Improve the Efficiency of Weeding Library Collections (2018) (6)
- Onboard machine learning classification of images by a cubesat in Earth orbit (2015) (6)
- Agile Science: Using Onboard Autonomy for Primitive Bodies and Deep Space Exploration (2014) (6)
- COSMIC: Content-based Onboard Summarization to Monitor Infrequent Change (2020) (6)
- Using Trained Pixel Classifiers to Select Images of Interest (2004) (6)
- Semi‐supervised Eigenbasis novelty detection (2013) (6)
- Martian Slope Streaks Form Sporadically Throughout the Year (2010) (5)
- Online Classification for Time-Domain Astronomy (2013) (5)
- Cost-Sensitive Classification (2010) (5)
- Classification of ASKAP VAST Radio Light Curves† (2011) (5)
- Real-Time Adaptive Event Detection in Astronomical Data Streams (2013) (5)
- Onboard SVM analysis of Hyperion data to detect sulfur deposits in Arctic regions (2009) (5)
- Unsupervised detection of Saturn magnetic field boundary crossings from plasma spectrometer data (2022) (4)
- Recent HARVIST Results: Classifying Crops from Remote Sensing Data (2006) (4)
- ASTRONOMICAL DATA TRIAGE FOR RAPID SCIENCE RETURN (2014) (4)
- How much Memory Radiation Protection do Onboard Machine Learning Algorithms Require (2009) (4)
- Automatic Code Generation for Instrument Flight Software (2008) (4)
- Detection of Environment Transitions in Time Series Data for Responsive Science (3)
- Active learning in the presence of unlabelable examples (2004) (3)
- Content-Based Filtering (2010) (3)
- COMPARISON OF NOVELTY DETECTION METHODS FOR MULTISPECTRAL IMAGES FROM THE MASTCAM INSTRUMENT ONBOARD MARS SCIENCE LABORATORY (2019) (3)
- Semi-Supervised Novelty Detection with Adaptive Eigenbases, and Application to Radio Transients (2011) (3)
- From Protocol Specification to Statechart to Implementation (2008) (3)
- Dust storms and water ice clouds : feature detection for use onboard THEMIS (2006) (3)
- Automated Analysis of Mars Multispectral Observations (2003) (3)
- Creating a Mars Target Encyclopedia by Extracting Information from the Planetary Science Literature (2016) (3)
- Mars surface image (Curiosity rover) labeled data set (2017) (3)
- Extravehicular Activity Suit Systems Design : How to Walk , Talk , and Breathe (1999) (3)
- Cooperative Coevolution (2010) (3)
- Learning and Visualizing User Preferences Over Sets (2007) (3)
- MSL Curiosity Rover Images with Science and Engineering Classes (2020) (3)
- Towards Onboard Orbital Tracking of Seasonal Polar Volatiles on Mars (2005) (2)
- Refining Inductive Bias in Unsupervised Learning via Constraints (2000) (2)
- Visualizing image content to explain novel image discovery (2019) (2)
- Efficient Active Learning for New Domains (2020) (2)
- Classification Learning (2009) (2)
- Using Ensemble Decisions and Active Selection to Improve Low-Cost Labeling for Multi-View Data (2011) (2)
- Mars Target Encyclopedia - LPSC abstracts labeled data set (2017) (2)
- Change Detection in Mars Orbital Images Using Dynamic Landmarking (2010) (2)
- AUTOMATED CONTENT DETECTION FOR CASSINI IMAGES (2017) (2)
- Agile Science for Primitive Bodies and Deep Space Exploration (2014) (2)
- Real-Time Detection of Dust Devils from Pressure Readings (2009) (2)
- Clustering Ensembles (2010) (2)
- Computing in Astronomy: Applications and Examples (2014) (2)
- Clustering with Constraints: A Mean-Field Approximation Perspective (2008) (2)
- Texturecam: A Smart Camera for Microscale, Mesoscale, and Deep Space Applications (2013) (1)
- Tracking Retreat of the North Seasonal Ice Cap on Mars: Results from the THEMIS Investigation (2005) (1)
- Seasonal Water Budget Suggests that a Valles Marineris Recurring Slope Lineae (RSL) Site Must be Recharged by an Aquifer (2015) (1)
- USING MACHINE LEARNING TO COMPLEMENT NEW MARTIAN CRATER INVENTORIES (2021) (1)
- Real-time Upstream Monitoring System (RUMS): Forecasting arrival times of interplanetary shocks using energetic particle data from ACE (2004) (1)
- Cross-Language Question Answering (2010) (1)
- Procedural Onboard Science Autonomy for Primitive Bodies Exploration (2013) (1)
- Resource Consumption and Radiation Tolerance Assessment for Data Analysis Algorithms Onboard Spacecraft (2022) (1)
- Competitive Coevolution (2010) (1)
- Confidence-Based Feature Acquisition (2010) (1)
- NEW CRATERS ON MARS: RESULTS FROM A COMPLETE CATALOG OF 1,203 RECENT IMPACTS. (2022) (1)
- Comparing the WFC3 IR Grism Stare and Spatial-Scan Observations for Exoplanet Characterization (2013) (1)
- ARIEL: Autonomous Excavation Site Selection for Europa Lander Mission Concept (2020) (1)
- How to Leverage Existing Spectral Knowledge when Clustering Hyperspectral Data (2004) (1)
- Toward On-line Data Mining and Event Detection in Petascale Data Streams (2012) (1)
- VAST Memo Offline and Online Classification of Simulated VAST Transients (2012) (1)
- Automatic Detection of Microlensing Events in the Galactic Bulge using Machine Learning Techniques (2018) (1)
- Scientist-guided autonomy for self-reliant rovers (2017) (1)
- Correlation-Based Learning (2010) (1)
- V-Fastr: Commensal Transient Detection with the VLBA (2011) (1)
- A Context-Sensitive and User-Centric Approach to Developing Personal Assistants (2005) (1)
- Integrating Novelty Detection Capabilities with MSL Mastcam Operations to Enhance Data Analysis (2021) (1)
- Real-Time, In-Situ Detection of Dust Devils using Pressure Sensors (2006) (1)
- Context-Sensitive Learning (2010) (1)
- CLASSIFICATION AND CONTENT-BASED SEARCH FOR MARS ORBITAL IMAGERY (2015) (1)
- IMPROVED CONTENT-BASED IMAGE CLASSIFIERS FOR THE PDS IMAGE ATLAS (2019) (1)
- Salience Assignment for Multiple-Instance Data and Its Application to Crop Yield Prediction (2010) (1)
- Forecasting space weather: Using ACE data to provide real-time predictions of high-intensity energetic storm particle events (2003) (1)
- Unusual ChemCam Targets Discovered Automatically in Curiosity's First Ninety Sols in Gale Crater, Mars (2014) (1)
- Complex Adaptive System (2010) (1)
- Using Image Processing and Machine Learning to Detect and Classify Mars Surface Features (2008) (1)
- Using Machine Learning to Reduce Observational Biases When Detecting New Impacts on Mars (2022) (1)
- Click-Through Rate (CTR) (2010) (1)
- CONTENT-BASED CLASSIFICATION OF MARS EXPLORATION ROVER PANCAM IMAGES (2021) (1)
- A FRAMEWORK FOR COLLABORATIVE REVIEW OF CANDIDATE EVENTS IN HIGH DATA RATE STREAMS: THE V-FASTR EXPERIMENT AS A CASE STUDY (2014) (1)
- Recent Advances: Onboard Autonomous Science Investigation System (2004) (1)
- Welcome to AI Matters Issue 2 (2014) (0)
- Clause Learning (2010) (0)
- Candidate-Elimination Algorithm (2010) (0)
- MOVING TARGET INDICATION IN MODERATE RESOLUTION, PASSIVE MISR SATELLITE IMAGERY (2019) (0)
- Co-reference Resolution (2010) (0)
- Coevolutionary Computation (2010) (0)
- Surface Change Detection From Mars Orbital Imagery (2007) (0)
- Injecting Artificial Memory Errors Into a Running Computer Program (2008) (0)
- Consensus Clustering (2020) (0)
- Continuous Attribute (2010) (0)
- PDS IMG : Accessing Your Planetary Image Data (2017) (0)
- Feature Acquisition with Imbalanced Training Data (2011) (0)
- Content-Based Recommending (2010) (0)
- The 2005 SIGART/AAAI Doctoral Consortium (2006) (0)
- Multiple-Beam Detection of Fast Transient Radio Sources (2011) (0)
- Cost Function (2010) (0)
- Closest Point (2010) (0)
- TextureCam: Onboard Image Analysis for Rapid Astrobiology Surveys (2012) (0)
- Algorithms for Learning Preferences for Sets of Objects (2010) (0)
- The VLBA Fast Radio Transient Experiment: Progress and Early Results (2011) (0)
- Novelty Detection for Multispectral Planetary Images (2018) (0)
- Cosmic Microwave Background Recovery: A Graph-Based Bayesian Convolutional Network Approach (2023) (0)
- Opportunities for Increased Data Return through Coordinated Instrument Observations on Europa Clipper (2019) (0)
- Improving End-User Efficiency Using the Smart / Empire IR System (2007) (0)
- Tracking the Martian CO2 Polar Ice Caps in Infrared Images (2006) (0)
- Instrument Science Autonomy for Orbital and Flyby Planetary Missions (2016) (0)
- Biogenicity analysis of stromatolite structures (2008) (0)
- Mars Coordinated Science Networking Demonstration (2009) (0)
- V-FASTR : Transient Detection at the VLBA, and Implications for the Square Kilometre Array (2012) (0)
- TextureCam: A Smart Camera for Autonomous Astrobiology (2012) (0)
- Connection Strength (2010) (0)
- Clustering of Nonnumerical Data (2010) (0)
- Cost-to-Go Function Approximation (2010) (0)
- Evaluation of Machine Learning Methodologies for Novelty-based Target Selection in Planetary Imaging Data Sets: Examples from the Mars Science Laboratory Mission (2021) (0)
- Hybrid Collaborative Learning for Classification and Clustering in Sensor Networks (2012) (0)
- Real Time Adaptive Event Detection in Astronomical Data Streams: Lessons from the VLBA (2013) (0)
- County-Level Crop Yield Prediction Using Remote Sensing Data (2007) (0)
- Flight validation of instrument processing onboard Earth Observing One: a status report (2016) (0)
- Machine learning and instrument autonomy (2016) (0)
- Cross-Language Document Categorization (2010) (0)
- Fast Transient Detection as a Prototypical “Big Data” Problem (2011) (0)
- Exploiting Unary Relations with Stacked Learning for Relation Extraction (2022) (0)
- Fault-Detecting Machine Learning Methods (2008) (0)
- Automatic Landmark Identification in Mars Orbital Imagery (2008) (0)
- Covering Algorithm (2010) (0)
- Report on the SIGART Doctoral Consortium (2007) (0)
- Landmark Detection in Orbital Images Using Salience Histograms (2010) (0)
- Contrast Set Mining (2010) (0)
- AAAI 2008 Workshop Reports (2009) (0)
- Welcome to AI matters (2014) (0)
- Cluster Ensembles (2010) (0)
- 09:00 Registration, poster set-up, and continental breakfast 09:30 Welcome 09:45 Invited Talk: Machine Learning in Space (2007) (0)
- Cluster Optimization (2010) (0)
- Facilitating Real-time Triage of Astronomical Data with Open Source Software (2013) (0)
- On-line Machine Learning and Event Detection in Petascale Data Streams (2012) (0)
- Committee Machines (2010) (0)
- A Case Study of Productivity Challenges in Mars Science Laboratory Operations (2017) (0)
- MSL Analyst's Notebook: Improved Connections Between Targets, Data, and Published Literature (2019) (0)
- Comparable Corpus (2010) (0)
- Science Alert Demonstration with a Rover Traverse Science Data Analysis System (2005) (0)
- A Summary of the Twenty-Ninth AAAI Conference on Artificial Intelligence (2015) (0)
- Welcome to AI Matters issue 3 (2015) (0)
- Automatic Plume Detection for the Europa Imaging System (2019) (0)
- Welcome to AI Matter: volume 2, issue 1 (2015) (0)
- Determining the NIR Microlensing Event Rate at |b| < 2 with the United Kingdom Infrared Telescope (2019) (0)
- Collaborative Supervised Learning for Sensor Networks (2011) (0)
- 1 AUTOMATIC CODE GENERATION FOR INSTRUMENT FLIGHT SOFTWARE (2009) (0)
- Cluster Editing (2010) (0)
- Toward Generalized Change Detection on Planetary Surfaces with Deep Learning (2019) (0)
- Competitive Learning (2010) (0)
- Hyperspectral Sulfur Detection Using an SVM with Extreme Minority Positive Examples Onboard EO-1 (2009) (0)
- TextureCam Field Test Results from the Mojave Desert, California: Autonomous Instrument Classification of Sediment and Rock Surfaces (2013) (0)
- Welcome to AI Matters issue 4 (2015) (0)
- Onboard Detection of Thermal Anomalies for Europa Clipper (2018) (0)
- Optimising the production cost of urea from black liquor (2014) (0)
- Quantitative Mapping and Evaluation of Wet and Dry Formation Mechanisms of Recurring Slope Lineae (RSL) in Garni Crater, Valles Marineris, Mars (2019) (0)
- Compositional Coevolution (2010) (0)
- PDS ANALYST’S NOTEBOOK: CURIOSITY CHEMCAM RMI MOSAIC AND MARS TARGET ENCYCLOPEDIA INTEGRATION AND INTERFACE UPDATES (2018) (0)
- Transient Aeolian Features Detected Autonomously in HiRISE Images of El Dorado, Columbia Hills, Gusev Crater, Mars (2011) (0)
- Instrument Autonomy Techniques Enhance Science Return and Efficiency of Surface Missions (2016) (0)
- Cannot-Link Constraint (2010) (0)
- Reliable Classification of Geologic Surfaces Using Texture Analysis (2012) (0)
- Spectral anomaly detection for the Mapping and Imaging Spectrometer for Europa (MISE) (2019) (0)
- City Block Distance (2010) (0)
- Clustering with Advice (2010) (0)
- Image Atlas — Explore the PDS Archive (2019) (0)
- Clustering-based Filtering to Detect Isolated and Intermittent Pulses in Radio Astronomy Data (2013) (0)
- EAAI-10: The First Symposium on Educational Advances in Artificial Intelligence (2011) (0)
- Domain-Agnostic Outlier Ranking Algorithms—A Configurable Pipeline for Facilitating Outlier Detection in Scientific Datasets (2022) (0)
- Progressive Classification Using Support Vector Machines (2009) (0)
- Computational Discovery of Quantitative Laws (2010) (0)
- Machine learning for science and society (2013) (0)
- Hidden Heterogeneity: When to Choose Similarity-Based Calibration (2022) (0)
- Recurring Slope Lineae (RSL) Observations Suggest Widespread Occurrence and Complex Behavior (2017) (0)
- Categorical Attribute (2010) (0)
- Using Machine Learning to Enable Big Data Analysis within Human Review Time Budgets (2014) (0)
- Clustering with Side Information (2010) (0)
- TARGETS FROM THE SPIRIT MARS EXPLORATION ROVER IN THE MARS TARGET ENCYCLOPE- DIA (2022) (0)
- Scalable Data Mining and Archiving for the Square Kilometre Array (2011) (0)
- GEOMORPHOLOGICAL DIFFERENCES IN SLOPE STREAKS AND RSL (2022) (0)
- Certainty Equivalence Principle (2010) (0)
- Content Match (2010) (0)
- THE MARS TARGET ENCYCLOPEDIA NOW INCLUDES MARS PATHFINDER AND MARS PHOENIX (2021) (0)
- LARGE-SCALE AUTOMATED DETECTION OF FRESH IMPACTS ON MARS USING MACHINE LEARN- ING WITH CTX OBSERVATIONS (2020) (0)
- Commercial Email Filtering (2010) (0)
- Interference-resistant real time adaptive detection (2011) (0)
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Kiri Wagstaff is affiliated with the following schools:
