Faculty

Institution

Unit

Venue

Haiquan Chen

California State University, Sacramento

Affiliations

Engineering & Computer Science

Department of Computer Science

NoneHaiquan Chen is currently serving as a Computer Science faculty at California State University, Sacramento.

Honors

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Experiences

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Education

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Haiquan Chen

California State University, Sacramento

You can click a keyword to filter the displayed items

data science computer science deep learning machine learning big data geography neuroscience data modeling geographic information systems spatial analysis spatial databases data and information visualization geographical information science databases computational intelligence scientific computing digital mediums information fusion information technology online information machine learning research mobile computing knowledge discovery intelligent computing physiological measurements health technology spatiotemporal database spatio-temporal models spatial data management recurrent neural networks data-intensive computing generative adversarial networks neuroinformatics information diffusion real-time data social medium intelligence social medium data data-driven prediction mobile sensing activity recognition smart sensors wearable systems health monitoring caching temporal databases brain dysfunction prediction entity-diffusion gaussian ensemble emerging activity recognition multi-modal wearable sensing limited data mapping table random reads solid-state drives

Notable Scholarly Works

Notable Federal Grants

Collaborators

Password and Passphrase Guessing With Recurrent Neural Networks. Information Systems Frontiers (2022)

computational intelligencerecurrent neural networkscomputer scienceneural network (machine learning)

Regression-Based Optimizer Statistics Generation Based on Q-Error. 2022 IEEE International Conference on Big Data (Big Data) (2022)

Parag PaulWenlu WangHaiquan ChenWei-Shinn Ku

data sciencebig data

Cached Mapping Table Prefetching for Random Reads in Solid-State Drives. (2021)

Xiaojun RuanXunfei JiangHaiquan Chen

mapping tablecomputer sciencerandom readscachingsolid-state drives

EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction. 2022 IEEE 38th International Conference on Data Engineering (ICDE) (2021)

Bo HuiHaiquan ChenDa YanWei-Shinn Ku

social mediainformation diffusioncomputer sciencedigital mediumsreal-time datasocial network analysisentity-diffusion gaussian ensembledata scienceinformation fusioninformation technologyinformation sciencesocial medium intelligenceonline informationanalyticssocial medium datamachine learning researchnatural language processingsocial sciencesdata-driven prediction

Improving Brain Dysfunction Prediction by Gan: A Functional-Connectivity Generator Approach. 2021 IEEE International Conference on Big Data (Big Data) (2021)

Da YanShengbin WuMirza Tanzim SamiAbdullateef AlmudaiferZhe JiangHaiquan ChenD. RangaprakashGopikrishna DeshpandeYueen Ma

deep learningscientific computingdata-intensive computingcomputer sciencemachine learningneurosciencedata sciencegenerative adversarial networksbrain dysfunction predictioncomputational neurosciencebig dataneuroinformaticscognitive neuroscience

Informed Prefetching in I/O Bounded Distributed Deep Learning. 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (2021)

Xiaojun RuanHaiquan Chen

deep learningsystems engineeringmachine learning

SMART: Emerging Activity Recognition With Limited Data for Multi-Modal Wearable Sensing. 2021 IEEE International Conference on Big Data (Big Data) (2020)

Madhuri GhorpadeHaiquan ChenYuhong LiuZhe Jiang

mobile sensingemerging activity recognitionmobile computingcomputer scienceactivity recognitionwearable technologyknowledge discoverypredictive analyticsmulti-modal wearable sensingsmart sensorsintelligent computingdata sciencebig datalimited dataphysiological measurementswearable systemshealth technologykinesiologymachine learningdeep learninghealth monitoring

Advances in Spatial and Temporal Databases. Lecture notes in computer science (2017)

temporal databasesspatiotemporal databasespatio-temporal modelsdata modelinggeographical information sciencedatabasesgeographic information systemsdata sciencegeographyspatial analysisspatial databasesspatial data managementdata and information visualization

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Haiquan Chen

California State University, Sacramento

Affiliations

Engineering & Computer Science

Department of Computer Science

NoneHaiquan Chen is currently serving as a Computer Science faculty at California State University, Sacramento.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Haiquan Chen

California State University, Sacramento

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Password and Passphrase Guessing With Recurrent Neural Networks. Information Systems Frontiers (2022)

computational intelligencerecurrent neural networkscomputer scienceneural network (machine learning)

Regression-Based Optimizer Statistics Generation Based on Q-Error. 2022 IEEE International Conference on Big Data (Big Data) (2022)

Parag PaulWenlu WangHaiquan ChenWei-Shinn Ku

data sciencebig data

Cached Mapping Table Prefetching for Random Reads in Solid-State Drives. (2021)

Xiaojun RuanXunfei JiangHaiquan Chen

mapping tablecomputer sciencerandom readscachingsolid-state drives

EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction. 2022 IEEE 38th International Conference on Data Engineering (ICDE) (2021)

Bo HuiHaiquan ChenDa YanWei-Shinn Ku

Improving Brain Dysfunction Prediction by Gan: A Functional-Connectivity Generator Approach. 2021 IEEE International Conference on Big Data (Big Data) (2021)

Da YanShengbin WuMirza Tanzim SamiAbdullateef AlmudaiferZhe JiangHaiquan ChenD. RangaprakashGopikrishna DeshpandeYueen Ma

Informed Prefetching in I/O Bounded Distributed Deep Learning. 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (2021)

Xiaojun RuanHaiquan Chen

deep learningsystems engineeringmachine learning

SMART: Emerging Activity Recognition With Limited Data for Multi-Modal Wearable Sensing. 2021 IEEE International Conference on Big Data (Big Data) (2020)

Madhuri GhorpadeHaiquan ChenYuhong LiuZhe Jiang

Advances in Spatial and Temporal Databases. Lecture notes in computer science (2017)

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10 / page