Christine Piatko | Academic Influence

Christine Piatko's AcademicInfluence.com Rankings

Christine Piatko

Computer Science

#10662

World Rank

#11209

Historical Rank

Database

#9188

World Rank

#9668

Historical Rank

computer-science Degrees

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Computer Science

Christine Piatko's Degrees

PhD Computer Science University of Maryland, College Park
Masters Computer Science University of Maryland, College Park
Bachelors Computer Science University of Maryland, College Park

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Why Is Christine Piatko Influential?

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According to Wikipedia, Christine Diane Piatko is a computer scientist known for her heavily cited publications on k-means clustering, high-dynamic-range imaging, computer graphics, and document classification. Piatko is a 1986 graduate of New York University. She completed her Ph.D. in 1993 at Cornell University. Her dissertation, Geometric Bicriteria Optimal Path Problems, was supervised by Joseph S. B. Mitchell. She is an assistant research professor in the computer science department at Johns Hopkins University, and a research computer scientist in the Johns Hopkins Applied Physics Laboratory.

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Christine Piatko'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

An Efficient k-Means Clustering Algorithm: Analysis and Implementation (2002) (5148)
A visibility matching tone reproduction operator for high dynamic range scenes (1997) (892)
A local search approximation algorithm for k-means clustering (2002) (650)
Using “Annotator Rationales” to Improve Machine Learning for Text Categorization (2007) (290)
Comparing Real and Synthetic Images: Some Ideas about Metrics (1995) (176)
The analysis of a simple k-means clustering algorithm (2000) (138)
Named Entity Recognition using Hundreds of Thousands of Features (2003) (136)
Perceptual issues in substituting texture for geometry (2000) (66)
On the Least Trimmed Squares Estimator (2014) (64)
Cross-Document Coreference Resolution: A Key Technology for Learning by Reading (2009) (59)
Modality and Negation in SIMT Use of Modality and Negation in Semantically-Informed Syntactic MT (2012) (58)
A Modality Lexicon and its use in Automatic Tagging (2010) (53)
JHU/APL at TREC 2001: Experiments in Filtering and in Arabic, Video, and Web Retrieval (2001) (51)
Computing a shortest k-link path in a polygon (1992) (49)
HLTCOE Approaches to Knowledge Base Population at TAC 2009 (2009) (48)
Minimum-link watchman tours (2003) (47)
Supporting insight-based information exploration in intelligence analysis (2006) (46)
Geolocating Blogs from Their Textual Content (2009) (40)
Ocelot: user-centered design of a decision support visualization for network quarantine (2015) (37)
Using Wikitology for Cross-Document Entity Coreference Resolution (2009) (36)
The JHU/APL HAIRCUT System at TREC-8 (1999) (35)
We’re Not in Kansas Anymore: Detecting Domain Changes in Streams (2010) (28)
Statistical Modality Tagging from Rule-based Annotations and Crowdsourcing (2012) (28)
Bicriteria Shortest Path Problems in the Plane ( extended abstract ) (28)
On the Complexity of Shattering Using Arrangements (1991) (25)
Computing nearest neighbors for moving points and applications to clustering (1999) (24)
Random disambiguation paths for traversing a mapped hazard field (2005) (22)
JHU/APL at TREC 2002: Experiments in Filtering and Arabic Retrieval (2002) (19)
The Geolocation of Web Logs from Textual Clues (2009) (18)
Geometric Bicriteria Optimal Path Problems (1993) (18)
A computational framework for incremental motion (2004) (17)
Quantile Approximation for Robust Statistical Estimation and k-Enclosing Problems (2000) (16)
JHUAPL TAC-KBP2013 Slot Filler Validation System (2013) (15)
Lattice-based tagging using support vector machines (2003) (14)
Point Probe Decision Trees for Geometric Concept Classes (1993) (13)
The HAIRCUT System at TREC-9 (2000) (12)
Semantically Informed Machine Translation ( SIMT ) (2009) (12)
Stochastic search and graph techniques for MCM path planning (2002) (10)
Path planning for mine countermeasures command and control (2001) (10)
Research Challenges and Opportunities in Knowledge Representation (2013) (10)
Semantically-Informed Syntactic Machine Translation: A Tree-Grafting Approach (2010) (10)
JHU/APL at TREC 2004: Robust and Terabyte Tracks (2004) (8)
A practical approximation algorithm for the LTS estimator (2016) (7)
Processing Named Entities in Text (2011) (6)
A Term-based Approach to Asyndromic Determination of Significant Case Clusters (2015) (6)
An Interactive Visualization System for Analyzing Spacecraft Telemetry (2007) (4)
An Energy-Saving Routing Algorithm for Wireless Body Sensor Network using Data Compression Technique (2017) (4)
Localizing an object with finger probes (1995) (4)
Effects of Gain/Loss Framing in Cyber Defense Decision-Making (2016) (4)
Approximating large convolutions in digital images (1998) (4)
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems (2023) (3)
Arabic cross-document coreference detection (2009) (3)
Web Log Mining using K-Apriori Algorithm (2012) (3)
Haircut: a system for multilingual text retrieval in java (2002) (3)
Path planning for mine countermeasures (2003) (3)
Cooperative organic mine avoidance path planning (2005) (2)
OWL as a Target for Information Extraction Systems (Statement of Interest) (2008) (2)
Visualizing and Exploring Highly Processed Information Spaces in Tactical Decision Making (1997) (2)
Knowledge Base Evaluation for Semantic Knowledge Discovery (2008) (2)
Arabic Cross-Document Coreference Resolution (2009) (2)
Parasol: An Architecture for Cross-Cloud Federated Graph Querying (2014) (1)
Closed-loop machine learning for discovery of novel superconductors (2022) (1)
On the Least Trimmed Squares Estimator (2012) (1)
Minefield path planning: architecture and algorithms obeying kinematic constraints (2004) (1)
JHU/APL CONSENSE: The Confidence-Based System Ensembler (2015) (0)
Quantile approximation for robust statistical estimation (1998) (0)
An Enhanced Image Retrieval using Contribution-based Clustering Algorithm with Spatial Feature of Texture Primitive and Edge Detection (2015) (0)
from Rule-based Annotations and Crowdsourcing (2012) (0)
Curvature-informed multi-task learning for graph networks (2022) (0)
Approximating Large Convolutions in Digital (1999) (0)
DEMONSTRATION OF A COMMON WORLD MODEL (2018) (0)
Short-Term Sea Ice Extent Forecasting with Deep Learning (2021) (0)
Cross-Document Coreference Detection (2009) (0)
Localizing an object with nger probes (2006) (0)
Spatial Layout Image Retrieval based on Fast Image Segmentation using K-Means Clustering (2021) (0)
Establishing a Human Language Technology Center of Excellence (2010) (0)

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