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Jin Tian

Associate Professor

Department of Computer Science ,Iowa State University

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Research Interests Bayesian networks, probabilistic reasoning, causal reasoning and learning Research Areas Artificial Intelligence, Intelligent Agents and Multiagent Systems, Machine Learning and Data Mining Honors and Awards Faculty Early Career Development Award National Science Foundation, 2004

Papers87 papers

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A novel aptasensor strategy for protein detection based on G-quadruplex and exonuclease III-aided recycling amplification

Shi Huan,Jin Tian,Zhang Jiewen,Huang Xiaoting, Tan Chunyan, Jiang Yuyang, Tan Ying

CHINESE CHEMICAL LETTERS, no. 1 (2020): 155-158

Bibtex

Magnetic bead-gold nanoparticle hybrids probe based on optically countable gold nanoparticles with dark-field microscope for T4 polynucleotide kinase activity assay

Jin Tian,Zhang Jiewen, Zhao Yuanfang,Huang Xiaoting, Tan Chunyan, Sun Shuqing, Tan Ying

BIOSENSORS & BIOELECTRONICS, (2020)

Bibtex

Learning Causal Effects via Weighted Empirical Risk Minimization

Yonghan Jung,Jin Tian,Elias Bareinboim

NeurIPS, (2020)

EIBibtex

Estimating Causal Effects Using Weighting-Based Estimators

Yonghan Jung,Jin Tian,Elias Bareinboim

national conference on artificial intelligence, (2020)

Cited by1Bibtex

Magnetic bead-gold nanoparticle hybrids probe based on optically countable gold nanoparticles with dark-field microscope for T4 polynucleotide kinase activity assay

Tian Jin,Jiewen Zhang, Yuanfang Zhao,Xiaoting Huang, Chunyan Tan, Shuqing Sun, Ying Tan

Biosensors and Bioelectronics, (2019): 111936

WOSBibtex

An aptasensor based on the microscopic enumeration of encoding gold nanoparticles for the detection of C-reactive protein

Zhao Yuanfang,Zhao Jingru,Jin Tian, Sun Shuqing,Liu Wenlan, Tan Ying

RSC ADVANCES, no. 59 (2019): 34293-34298

Bibtex

A novel aptasensor strategy for protein detection based on G-quadruplex and exonuclease III-aided recycling amplification

Huan Shi,Tian Jin,Jiewen Zhang,Xiaoting Huang, Chunyan Tan, Yuyang Jiang, Ying Tan

Chinese Chemical Letters, no. 1 (2019): 155-158

Bibtex

Adjustment Criteria for Generalizing Experimental Findings

Juan Correa,Jin Tian,Elias Bareinboim

international conference on machine learning, (2019)

Cited by2EIBibtex

Purifying Adversarial Perturbation with Adversarially Trained Auto-encoders

Hebi Li, Qi Xiao, Shixin Tian,Jin Tian

arXiv: Learning, (2019)

Cited by3EIBibtex

Identification of Causal Effects in the Presence of Selection Bias

Juan D Correa,Jin Tian,Elias Bareinboim

national conference on artificial intelligence, (2019)

Cited by4EIBibtex

Learning Bayesian network structures under incremental construction curricula

Yanpeng Zhao,Yetian Chen,Kewei Tu,Jin Tian

Neurocomputing, (2017): 30-40

Cited by12EIBibtex

Recovering Probability Distributions from Missing Data

ACML, pp.574-589, (2017)

Cited by2EIBibtex

Joint Discovery of Skill Prerequisite Graphs and Student Models

Yetian Chen,José P. González-Brenes,Jin Tian

EDM, pp.46-53, (2016)

Cited by8EIBibtex

Curriculum Learning of Bayesian Network Structures

Yanpeng Zhao,Yetian Chen,Kewei Tu,Jin Tian

ACML, pp.269-284, (2015)

Cited by6EIBibtex

Recovering from Selection Bias in Causal and Statistical Inference

Elias Bareinboim,Jin Tian,Judea Pearl

AAAI, pp.2410-2416, (2014)

Cited by71EIBibtex

Session analysis of people search within a professional social network

Ru He,Jiong Wang,Jin Tian,Cheng-Tao Chu,Bradley Mauney,Igor Perisic

JASIST, no. 5 (2013): 929-950

Cited by7EIBibtex

Sparse time-frequency representation based feature extraction method for landmine discrimination

Yuming Wang,Qian Song,Tian Jin,Yunfei Shi,Xiaotao Huang

Progress in Electromagnetics Research, no. null (2013): 459-475

Cited by9WOSSCOPUSBibtex

Graphical Models for Inference with Missing Data

Karthika Mohan,Judea Pearl,Jin Tian

NIPS, pp.1277-1285, (2013)

Cited by62EIBibtex

A Fast Direct Wave Suppression Method by Weighting in Through the Wall Imaging

Sun Xin,Zhou Zhimin,Lu Biying,Jin Tian

Intelligent System Design and Engineering Application, pp.971-974, (2012)

Cited by3EIWOSBibtex

Feature extraction and classification of landmine based on time-frequency atom decomposition

Yunfei Shi,SONG Qian,JIN Tian,Zhimin Zhou

Journal of National University of Defense Technology, no. 01 (2012): 103-109

WOSSCOPUSBibtex

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