Brian D. Davison

Orcid: 0000-0002-9326-3648

Affiliations:
  • Lehigh University, Bethlehem, PA, USA
  • Rutgers University, New Brunswick, NJ, USA (PhD 2002)


According to our database1, Brian D. Davison authored at least 145 papers between 1997 and 2023.

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Bibliography

2023
Robust Computer Vision in an Ever-Changing World: A Survey of Techniques for Tackling Distribution Shifts.
CoRR, 2023

Deep Feature Registration for Unsupervised Domain Adaptation.
CoRR, 2023

BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks.
CoRR, 2023

Unconfounded Propensity Estimation for Unbiased Ranking.
CoRR, 2023

Model-based Unbiased Learning to Rank.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

2022
IP Geolocation through Geographic Clicks.
ACM Trans. Spatial Algorithms Syst., March, 2022

IP Geolocation through Reverse DNS.
ACM Trans. Internet Techn., 2022

Memory Defense: More Robust Classification via a Memory-Masking Autoencoder.
CoRR, 2022

StruBERT: Structure-aware BERT for Table Search and Matching.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021
Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction.
ACM Trans. Knowl. Discov. Data, 2021

Domain adaptation for object recognition using subspace sampling demons.
Multim. Tools Appl., 2021

Neural ranking models for document retrieval.
Inf. Retr. J., 2021

Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net.
CoRR, 2021

Efficient Pre-trained Features and Recurrent Pseudo-Labeling inUnsupervised Domain Adaptation.
CoRR, 2021

IP Geolocation Using Traceroute Location Propagation and IP Range Location Interpolation.
Proceedings of the Companion of The Web Conference 2021, 2021

Adversarial Reinforcement Learning for Unsupervised Domain Adaptation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

WTR: A Test Collection for Web Table Retrieval.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Adversarial Regression Learning for Bone Age Estimation.
Proceedings of the Information Processing in Medical Imaging, 2021

Enhanced Separable Disentanglement for Unsupervised Domain Adaptation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Face Mask Detection on Real-World Webcam Images.
Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

Exploring Datasets via Cell-Centric Indexing.
Proceedings of the Second International Conference on Design of Experimental Search & Information REtrieval Systems, 2021

Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Efficient Pre-Trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Weighted Pseudo Labeling Refinement for Plant Identification.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

MGNETS: Multi-Graph Neural Networks for Table Search.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Correlated Adversarial Joint Discrepancy Adaptation Network.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

Deep Least Squares Alignment for Unsupervised Domain Adaptation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Correction to: Learning class-specific word embeddings.
J. Supercomput., 2020

Learning class-specific word embeddings.
J. Supercomput., 2020

Impact of ImageNet Model Selection on Domain Adaptation.
Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2020

Table Search Using a Deep Contextualized Language Model.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

An Architecture for Cell-Centric Indexing of Datasets.
Proceedings of the Joint Proceedings of Workshops AI4LEGAL2020, 2020

Towards Knowledge Acquisition of Metadata on AI Progress.
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Adversarial Continuous Learning in Unsupervised Domain Adaptation.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification.
Proceedings of the 37th International Conference on Machine Learning, 2020

Leveraging Schema Labels to Enhance Dataset Search.
Proceedings of the Advances in Information Retrieval, 2020

Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge.
Proceedings of the Working Notes of CLEF 2020, 2020

Relational Graph Embeddings for Table Retrieval.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Hybrid Deep Model for Learning to Rank Data Tables.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

An Exploratory Interface for Dataset Repositories Using Cell-Centric Indexing.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNet.
CoRR, 2019

ShapeNet: Age-focused Landmark Shape Prediction with Regressive CNN.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

Transductive Learning Via Improved Geodesic Sampling.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Improved Table Retrieval Using Multiple Context Embeddings for Attributes.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Editorial.
ACM Trans. Web, 2018

Generating Schema Labels through Dataset Content Analysis.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Recognizing Quantity Names for Tabular Data.
Proceedings of the Joint Proceedings of the First International Workshop on Professional Search (ProfS2018); the Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, 2018

Distributed Reverse DNS Geolocation.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Numeric-Attribute-Powered Sentence Embedding.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Class-Specific Word Embedding through Linear Compositionality.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2016
Measuring and Predicting Search Engine Users' Satisfaction.
ACM Comput. Surv., 2016

Improving IP Geolocation using Query Logs.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

2014
Exploiting contextual factors for click modeling in sponsored search.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Estimating ad group performance in sponsored search.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Recommendation in Academia: A joint multi-relational model.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Connecting comments and tags: improved modeling of social tagging systems.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Co-factorization machines: modeling user interests and predicting individual decisions in Twitter.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Academic network analysis: a joint topic modeling approach.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Learning to rank social update streams.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Distinguishing venues by writing styles.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Venue Recommendation: Submitting Your Paper with Style.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Writing with Style: Venue Classification.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2011
Topic-Sensitive Search Engine Evaluation.
Online Inf. Rev., 2011

Exploiting session-like behaviors in tag prediction.
Proceedings of the 20th International Conference on World Wide Web, 2011

Predicting popular messages in Twitter.
Proceedings of the 20th International Conference on World Wide Web, 2011

Filtering microblogging messages for social TV.
Proceedings of the 20th International Conference on World Wide Web, 2011

Enhancing web search with entity intent.
Proceedings of the 20th International Conference on World Wide Web, 2011

Link formation analysis in microblogs.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Award prediction with temporal citation network analysis.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Multi-objective optimization in learning to rank.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Learning to rank for freshness and relevance.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Tracking trends: incorporating term volume into temporal topic models.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

A Bootstrapping Approach to Identifying Relevant Tweets for Social TV.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Bridging link and query intent to enhance web search.
Proceedings of the HT'11, 2011

Structural link analysis and prediction in microblogs.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Hierarchy evolution for improved classification.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Temporal Dynamics of User Interests in Tagging Systems.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Normalizing Microtext.
Proceedings of the Analyzing Microtext, 2011

2010
Adversarial Web Search.
Found. Trends Inf. Retr., 2010

Capturing page freshness for web search.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Freshness matters: in flowers, food, and web authority.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Topic-driven multi-type citation network analysis.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

A probabilistic model for personalized tag prediction.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Empirical study of topic modeling in Twitter.
Proceedings of the First Workshop on Social Media Analytics, 2010

Mining Neighbors' Topicality to Better Control Authority Flow.
Proceedings of the Advances in Information Retrieval, 2010

Mining Anchor Text Trends for Retrieval.
Proceedings of the Advances in Information Retrieval, 2010

Choosing your own adventure: automatic taxonomy generation to permit many paths.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Web page classification: Features and algorithms.
ACM Comput. Surv., 2009

Performance comparison of different multicast routing strategies in disruption tolerant networks.
Comput. Commun., 2009

Diversifying Search Results with Popular Subtopics.
Proceedings of The Eighteenth Text REtrieval Conference, 2009

Counting ancestors to estimate authority.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

A classification-based approach to question answering in discussion boards.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

RSDC'09: Tag Recommendation Using Keywords and Association Rules.
Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009

Incorporating Participant Reputation in Community-Driven Question Answering Systems.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Vetting the links of the web.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Looking into the past to better classify web spam.
Proceedings of the AIRWeb 2009, 2009

2008
Introduction to special section on adversarial issues in Web search.
ACM Trans. Web, 2008

Adversarial Information Retrieval on the Web (AIRWeb 2007).
SIGIR Forum, 2008

Connecting P2P to the web: Lessons from a prototype Gnutella-WWW gateway.
Internet Res., 2008

Classifiers without borders: incorporating fielded text from neighboring web pages.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Separate and inequal: preserving heterogeneity in topical authority flows.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Explorations in tag suggestion and query expansion.
Proceedings of the Proceeding of the 2008 ACM Workshop on Search in Social Media, 2008

2007
A cautious surfer for PageRank.
Proceedings of the 16th International Conference on World Wide Web, 2007

Winnowing wheat from the chaff: propagating trust to sift spam from the web.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Ranking by community relevance.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

SHIM: a scalable hierarchical inter-domain multicast approach for disruption tolerant networks.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2007

Measuring Similarity to Detect Qualified Links.
Proceedings of the AIRWeb 2007, 2007

From Whence Does Your Authority Come? Utilizing Community Relevance in Ranking.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Adversarial information retrieval on the web (AIRWeb 2006).
SIGIR Forum, 2006

Topical TrustRank: using topicality to combat web spam.
Proceedings of the 15th international conference on World Wide Web, 2006

Detecting semantic cloaking on the web.
Proceedings of the 15th international conference on World Wide Web, 2006

Performance evaluation of mobility management scheme in DTN.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2006

OS-multicast: On-demand Situation-aware Multicasting in Disruption Tolerant Networks.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Store-and-Forward Performance in a DTN.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Topical link analysis for web search.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Undue influence: eliminating the impact of link plagiarism on web search rankings.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Propagating Trust and Distrust to Demote Web Spam.
Proceedings of the WWW'06 Workshop on Models of Trust for the Web (MTW'06), 2006

Knowing a web page by the company it keeps.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Identification of Critical Values in Latent Semantic Indexing.
Proceedings of the Foundations of Data Mining and knowledge Discovery, 2005

Identifying link farm spam pages.
Proceedings of the 14th international conference on World Wide Web, 2005

Hybrid semantic tagging for information extraction.
Proceedings of the 14th international conference on World Wide Web, 2005

Enhanced disruption and fault tolerant network architecture for bundle delivery (EDIFY).
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

Cloaking and Redirection: A Preliminary Study.
Proceedings of the AIRWeb 2005, 2005

2004
Lessons from a Gnutella-web gateway.
Proceedings of the 13th international conference on World Wide Web, 2004

Implementing an Evaluation Architecture for Web Proxies.
Proceedings of the 30th International Computer Measurement Group Conference, 2004

The potential of the metasearch engine.
Proceedings of the Managing and Enhancing Information: Cultures and Conflicts, 2004

Learning Web Request Patterns.
Proceedings of the Web Dynamics - Adapting to Change in Content, Size, Topology and Use, 2004

2003
Review of Web caching and replication by Michael Rabinovich and Oliver Spatscheck. Addison Wesley 2002.
SIGMOD Rec., 2003

Finding Relevant Website Queries.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

A Non-Functional Prototype at TREC 2003.
Proceedings of The Twelfth Text REtrieval Conference, 2003

Toward a unification of text and link analysis.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

2002
Predicting web actions from HTML content.
Proceedings of the HYPERTEXT 2002, 2002

2001
A Web Caching Primer.
IEEE Internet Comput., 2001

HTTP Simulator Validation Using Real Measurements: A Case Study.
Proceedings of the 9th International Workshop on Modeling, 2001

2000
Pushing politely: improving Web responsiveness one packet at a time.
SIGMETRICS Perform. Evaluation Rev., 2000

Enabling technologies: learning to personalize.
Commun. ACM, 2000

Topical locality in the Web.
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000

1999
An Early DiscoWeb Prototype at TREC8.
Proceedings of The Eighth Text REtrieval Conference, 1999

Effect of global parallelism on the behavior of a steady state genetic algorithm for design optimization.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998
Human Performance on Clustering Web Pages: A Preliminary Study.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

Highest Utility First Search Across Multiple Levels of Stochastic Design.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

Classification Using an Online Genetic Algorithm.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997
Toward an Adaptive Command Line Interface.
Proceedings of the Design of Computing Systems: Social and Ergonomic Considerations, 1997

An Adaptive UNIX Command-Line Assistant.
Proceedings of the First International Conference on Autonomous Agents, 1997

Experiments in UNIX Command Prediction.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997


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