World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
33
Citations
7078
World Ranking
12439
National Ranking
5042

Research.com Recognitions

  • 2012 - ACM Distinguished Member

Overview

K. Selçuk Candan is affiliated with Arizona State University in the United States. Their primary field of study is Computer Science, with a focus on several subfields, including Artificial Intelligence, Control and Systems Engineering, Signal Processing, Management Science and Operations Research, and Statistics and Probability.

The main research topics covered in their body of work include:

  • Bayesian Modeling and Causal Inference
  • Anomaly Detection Techniques and Applications
  • Time Series Analysis and Forecasting
  • Fault Detection and Control Systems
  • Tensor Decomposition and Applications
  • Recommender Systems and Techniques
  • COVID-19 Epidemiological Studies

Recent significant papers authored or coauthored by Candan are:

  • "Evaluation Methods and Measures for Causal Learning Algorithms" (2022), published in IEEE Transactions on Artificial Intelligence
  • "Real vs. simulated: Questions on the capability of simulated datasets on building fault detection for energy efficiency from a data-driven perspective" (2022), published in Energy and Buildings
  • "Decreasing Loneliness and Social Disconnectedness among Community-Dwelling Older Adults: The Potential of Information and Communication Technologies and Ride-Hailing Services" (2020), published in Activities Adaptation & Aging
  • "Causal Disentanglement for Implicit Recommendations with Network Information" (2023), published in ACM Transactions on Knowledge Discovery from Data
  • "Eigen-Entropy: A metric for multivariate sampling decisions" (2022), published in Information Sciences

They have also contributed to book publications, including a work titled Experimental IR Meets Multilinguality, Multimodality, and Interaction (2021) published by Springer Science+Business Media.

Frequent collaborators in their research include:

  • Huan Liu
  • Teresa Wu
  • Zheng O'Neill
  • Jin Wen
  • Paras Sheth

The scientist's publications appear regularly in a set of venues that include:

  • arXiv (Cornell University)
  • SSRN Electronic Journal
  • Science and Technology for the Built Environment
  • Data Mining and Knowledge Discovery
  • Energy and Buildings

K. Selçuk Candan was awarded the ACM Distinguished Member honor in 2012 for contributions to the field.

Best Publications

  • Resource description framework: metadata and its applications

    K. Selçuk Candan;Huan Liu;Reshma Suvarna

  • Proceedings of the 19th ACM international conference on Multimedia

    K. Selçuk Candan;Sethuraman Panchanathan;Balakrishnan Prabhakaran;Hari Sundaram

  • Query caching and optimization in distributed mediator systems

    S. Adali;K. S. Candan;Y. Papakonstantinou;V. S. Subrahmanian

  • How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media

    Munmun De Choudhury;Yu Ru Lin;Hari Sundaram;K. Selçuk Candan

  • Twig2Stack: bottom-up processing of generalized-tree-pattern queries over XML documents

    Songting Chen;Hua-Gang Li;Junichi Tatemura;Wang-Pin Hsiung

  • The advanced video information system: data structures and query processing

    Sibel Adali;K. Selçuk Candan;Su-Shing Chen;Kutluhan Erol

  • Enabling dynamic content caching for database-driven web sites

    K. Selçuk Candan;Wen-Syan Li;Qiong Luo;Wang-Pin Hsiung

  • Runtime Semantic Query Optimization for Event Stream Processing

    Luping Ding;Songting Chen;E.A. Rundensteiner;J. Tatemura

  • Retrieving and organizing web pages by “information unit”

    Wen-Syan Li;K. Selçuk Candan;Quoc Vu;Divyakant Agrawal

  • Safety guarantee of continuous join queries over punctuated data streams

    Hua-Gang Li;Songting Chen;Junichi Tatemura;Divyakant Agrawal

  • AFilter: adaptable XML filtering with prefix-caching suffix-clustering

    K. Selçuk Candan;Wang-Pin Hsiung;Songting Chen;Junichi Tatemura

  • Proceedings of the 16th ACM international conference on Multimedia

    Abdulmotaleb El Saddik;Son Vuong;Carsten Griwodz;Alberto Del Bimbo

  • CHIMP: a framework for supporting distributed multimedia document authoring and presentation

    K. Selçuk Candan;B. Prabhakaran;V. S. Subrahmanian

  • At the Frontiers of Information and Software as Services

    K. Selçuk Candan;Wen-Syan Li;Thomas Phan;Minqi Zhou

  • SBV-Cut: Vertex-cut based graph partitioning using structural balance vertices

    Mijung Kim;K. Selçuk Candan

  • Frontiers in Information and Software as Services

    K. Selçuk Candan;Wen-Syan Li;Thomas Phan;Minqi Zhou

  • Query caching and optimization in distributed mediator systems

    Unknown

  • Similarity-based ranking and query processing in multimedia databases

    K. Selçuk Candan;Wen-Syan Li;M. Lakshmi Priya

  • Power-aware single- and multipath geographic routing in sensor networks

    Shibo Wu;K. Selçuk Candan

  • Incremental maintenance of path-expression views

    Arsany Sawires;Junichi Tatemura;Oliver Po;Divyakant Agrawal

  • GMP: Distributed Geographic Multicast Routing in Wireless Sensor Networks

    Unknown

  • Hiding Traversal of Tree Structured Data from Untrusted Data Stores

    Ping Lin;K. Selçuk Candan

  • Advances in Web and Network Technologies, and Information Management

    Lei Chen;Chengfei Liu;Xiao Zhang;Shan Wang

Frequent Co-Authors

Divyakant Agrawal
Divyakant Agrawal University of California, Santa Barbara
V. S. Subrahmanian
V. S. Subrahmanian Dartmouth College
Huan Liu
Huan Liu Arizona State University
Hari Sundaram
Hari Sundaram University of Illinois at Urbana-Champaign
Alberto Del Bimbo
Alberto Del Bimbo University of Florence
Abdulmotaleb El Saddik
Abdulmotaleb El Saddik University of Ottawa
Zhongfei Zhang
Zhongfei Zhang Binghamton University
Yu-Ru Lin
Yu-Ru Lin University of Pittsburgh
Carsten Griwodz
Carsten Griwodz University of Oslo
Jundong Li
Jundong Li University of Virginia

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