Amit Singhal | Academic Influence

Why Is Amit Singhal Influential?

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According to Wikipedia, Amitabh Kumar "Amit" Singhal is a former senior vice president at Google Inc. having been a Google Fellow and the head of Google's Search team for 15 years. Biography Born in Jhansi, a city in the state of Uttar Pradesh, India, Singhal received a Bachelor of Engineering degree in computer science from IIT Roorkee in 1989. He continued his computer science education in the United States, and received an M.S. degree from University of Minnesota Duluth in 1991. He wrote about his time at the University of Minnesota Duluth:

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Amit Singhal'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 Papers

Improving automatic query expansion (1998) (686)
Pivoted document length normalization (1996) (647)
Automatic Query Expansion Using SMART: TREC 3 (1994) (628)
Automatic Text Structuring and Summarization (1997) (559)
Pivoted Document Length Normalization (1996) (512)
New Retrieval Approaches Using SMART: TREC 4 (1995) (401)
Boosting and Rocchio applied to text filtering (1998) (384)
Automatic Analysis, Theme Generation, and Summarization of Machine-Readable Texts (1994) (333)
An Analysis of Statistical and Syntactic Phrases (1997) (280)
Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002 (2003) (241)
Automatic text decomposition using text segments and text themes (1996) (216)
Probabilistic spatial context models for scene content understanding (2003) (191)
Document expansion for speech retrieval (1999) (186)
Computer Vision and Fuzzy-Neural Systems (2004) (182)
The Essential Guide to Video Processing (2009) (176)
AT&T at TREC-7 (1998) (160)
Answer Extraction (2000) (154)
Learning routing queries in a query zone (1997) (154)
Automatic Text Summarization by Paragraph Extraction (1997) (153)
A Bayesian network-based framework for semantic image understanding (2005) (143)
Document Length Normalization (1995) (139)
Automatic Text Decomposition and Structuring (1994) (112)
SCAN: designing and evaluating user interfaces to support retrieval from speech archives (1999) (105)
Using Query Zoning and Correlation Within SMART: TREC 5 (1996) (83)
Length Normalization in Degraded Text Collections (1995) (81)
A case study in web search using TREC algorithms (2001) (72)
Boosting for document routing (2000) (70)
AT&T at TREC-8 (1999) (58)
Term Weighting Revisited (1996) (55)
AT&T at TREC-6 (1997) (46)
Dynamic Bayes net approach to multimodal sensor fusion (1997) (45)
Visual salience metrics for image inpainting (2009) (37)
Challenges in running a commercial search engine (2005) (34)
A computational approach to determination of main subject regions in photographic images (2004) (34)
On measuring low-level saliency in photographic images (2000) (32)
Multi-channel local ternary pattern for content-based image retrieval (2019) (30)
FINDING INFORMATION IN AUDIO: A NEW PARADIGM FOR AUDIO BROWSING AND RETRIEVAL (1999) (29)
On the application of Bayes networks to semantic understanding of consumer photographs (2000) (29)
Psychophysical study of image orientation perception (2003) (27)
Automatic Text Theme Generation and the Analysis of Text Structure (1994) (25)
AT&T at TREC-6: SDR Track (1997) (21)
Selective hidden random fields: Exploiting domain-specific saliency for event classification (2008) (20)
A multilevel Bayesian network approach to image sensor fusion (2000) (19)
3D local ternary co-occurrence patterns for natural, texture, face and bio medical image retrieval (2018) (19)
Inpainting quality assessment (2010) (19)
Performance-scalable computational approach to main-subject detection in photographs (2001) (18)
Displaying images on mobile devices: capabilities, issues, and solutions (2002) (17)
AT&T at TREC-9 (2000) (15)
Natural object detection in outdoor scenes based on probabilistic spatial context models (2003) (15)
SCAN - speech content based audio navigator: a system overview (1998) (11)
Shape regularized active contour based on dynamic programming for anatomical structure segmentation (2005) (11)
AN OVERVIEW OF THE AT&T SPOKEN DOCUMENT RETRIEVAL (1998) (10)
Spoken Content-Based Audio Navigation (SCAN) (2007) (10)
Hybrid approach to classifying sky regions in natural images (2003) (7)
AT&T at TREC-7 SDR Track (2007) (5)
ATTICS: A Software Platform for Online Text Classification (poster abstract). (1999) (5)
Information Discovery--Needles and Haystacks (2005) (5)
Haar-like Local Ternary Pattern for Image Retrieval (2018) (5)
Bayesian evidence combination for region labeling (2001) (4)
Quantitative evaluation of rank-order similarity of images (2000) (4)
Efficient Mobile Imaging Using Emphasis Image Selection (2003) (4)
A social model for Literature Access : Towards a weighted social network of authors (2016) (4)
Directional local ternary co-occurrence pattern for natural image retrieval (2021) (4)
DoG Based Local Ternary Pattern for Image Retrieval (2019) (4)
Web Search: Challenges and Directions (2008) (3)
On measuring low-level self and relative saliency in photographic images (2001) (3)
Inducing node specification in active shape models for accurate lung-field segmentation (2005) (3)
Gaussian Local Ternary Co-occurrence Pattern for Image Retrieval (2021) (2)
Selective Text Traversal (1995) (2)
ATTICS (poster abstract): a software platform for online text classification (1999) (2)
Guest Editors' Introduction: Information Discovery--Needles and Haystacks (2005) (1)
Spatially Adaptive Rendering of Images for Display on Mobile Devices (2003) (1)
Directional local co-occurrence patterns based on Haar-like filters (2021) (1)
Depth-from-trajectories for uncalibrated multiview video (2009) (1)
Web IR Research: Can we do it without the data? (2002) (0)
SIGIR ’ 98 Boosting and Rocchio Applied to Text Filtering (2015) (0)
Directional local co-occurrence patterns based on Haar-like filters (2021) (0)
Method and apparatus for selective image enhancement (2002) (0)
Metadata-augmented multilevel Bayesian network framework for image sensor fusion and main subject detection (2001) (0)
Metadata-augmented multilevel Bayesian network framework for image sensor fusion and main subject detection (2001) (0)
Result Evolution of Online Handwritten Digit Recognition using SVM over HMM (2012) (0)
Teaching Finance through Storytelling: Impact on Students' Learning (2020) (0)
Method and system for selective an image enhancement process applied to an image (2002) (0)
Information Retrieval and Access (1999) (0)
iAGENT: A Novel and Intelligent Assistant to Personalised Search (2016) (0)
Content based image retrieval using feature fusion technique (2022) (0)
A method for determining type groups in images (2002) (0)

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Computer Science