Faculty

Institution

Unit

Venue

James Geller

Professor Data Science Professor and Chair of the Department of Data Science

New Jersey Institute of Technology

Affiliations

Ying Wu College of Computing

Department of Data Science

James Geller is currently serving as a Data Science Professor Data Science Professor and Chair of the Department of Data Science at New Jersey Institute of Technology.

Honors

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Experiences

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Education

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James Geller

New Jersey Institute of Technology

Professor Data Science Professor and Chair of the Department of Data Science

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computer science machine learning informatics natural language processing health informatics ontology (information science) data science biomedical informatics health sciences information retrieval medicine knowledge discovery bioinformatics data mining health information science information technology deep learning biomedical ontologies semantic networks knowledge management computational intelligence computed tomography medical ontology semantic web online information biomedical text mining ontology engineering biomedical data science biomedical research object-oriented databases knowledge engineering ontological analysis databases disinformation detection abstraction networks medical image computing machine learning research web search social medium intelligence data engineering biomedical technologies deception detection uml design umls semantic network information visualization health technology social medium mining quality assurance database theory ct scan scholarly communication covid-19 pandemic structural schema integration snomed ct digital mediums screen medium social data analysis classification method social medium monitoring ontology reuse information flow error correction semantic computing medical technology public health concerns complex concepts ontology integration semantic deep web semantic harmonization twitter data bioportal ontologies semantic type assignments dual model rule mining social data biomedical terminologies technology ontology-based data integration data integration biomedical data integration

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Continuous Evaluation for a Multi-Dimensional Violent Crime Prevention and Recovery Policy. (2024)

James GellerAngela GarretsenSoon Ae Chun

recovery policycontinuous evaluation

Enhanced Multi-Class Detection of Fake News. Proceedings of the ... International Florida Artificial Intelligence Research Society Conference (2024)

Chih-yuan LiSoon Ae ChunJames Geller

online informationcomputational intelligencedeception detectionsocial mediadisinformation detectionfake newscomputer sciencemachine learningmass communicationdata sciencemulti-class detectionchange detectionartificial intelligencecommunicationinformation securityapplied artificial intelligenceinformation technologyscreen medium

Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text. Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies (2024)

Navya KollapallyJames Geller

health textpublic healthsocial determinants of healthdata sciencesocial determinantssocial scienceshyperparameter optimizationgenetic algorithms

Safeguarding Ethical AI: Detecting Potentially Sensitive Data Re-Identification and Generation of Misleading or Abusive Content From Quantized Large Language Models. Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies (2024)

Navya KollapallyJames Geller

deception detectiondisinformation detectiondata securityabuse detectionnatural language processingcommunicationmachine learningai safetydata re-identificationknowledge discoveryinformation securityartificial intelligenceethical aiethics

Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated With Machine Learning Mining. Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies (2024)

Mahshad Koohi H. DehkordiNavya KollapallyYehoshua PerlJames GellerFadi DeekHao LiuVipina KelothGai ElhananAndrew Einstein

pattern recognitiondata mininginterface terminologyinformaticsmachine learningdata scienceinformation retrievalmachine learning mining

Teaching Computing and Experiencing Grief in the Year 1 Ac (After Chatgpt). Frontiers in Education (2024)

James Geller

educationcomputing educationcomputer science

Using Clinical Entity Recognition for Curating an Interface Terminology to Aid Fast Skimming of Ehrs. 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (2024)

Navya Martin KollapallyMahshad Koohi H. DehkordiYehoshua PerlJames GellerFadi P. DeekHao LiuVipina K. KelothGai ElhananAndrew J. EinsteinShuxin Zhou

biomedical informaticsmedical image computingbiomedical text miningbioinformaticsinterface terminologybiomedical engineeringclinical entity recognitionentity disambiguation

Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health. PubMed (2023)

Navya Martin KollapallyVipina Kuttichi KelothJulia XuJames Geller

social determinants of healthunified ontologyontology (information science)public health

Mining of Ehr for Interface Terminology Concepts for Annotating Ehrs of Covid Patients. BMC Medical Informatics and Decision Making (2023)

Vipina K. KelothShuxin ZhouLuke LindemannLing ZhengGai ElhananAndrew J. EinsteinJames GellerYehoshua Perl

medicinehealth informaticsmedical image computingbioinformaticsinformaticshealth information sciencebiomedical informaticsbiomedical text miningdata sciencecovid patientshealth technologyhealth sciencesmachine learning researchdata miningmachine learningmedical decision makingdisease classificationinterface terminology conceptsehealthbiomedical data integration

Multiple View Summarization Framework for Social Media. Proceedings of the ... International Florida Artificial Intelligence Research Society Conference (2023)

Chih-yuan LiSoon ChunJames Geller

information flowcomputational intelligenceautomated reasoningsocial medianatural language processingcomputer sciencemachine learningmachine intelligencedata scienceartificial intelligencecognitive scienceinformation technology

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James Geller

Professor Data Science Professor and Chair of the Department of Data Science

New Jersey Institute of Technology

Affiliations

Ying Wu College of Computing

Department of Data Science

James Geller is currently serving as a Data Science Professor Data Science Professor and Chair of the Department of Data Science at New Jersey Institute of Technology.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

James Geller

New Jersey Institute of Technology

Professor Data Science Professor and Chair of the Department of Data Science

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Continuous Evaluation for a Multi-Dimensional Violent Crime Prevention and Recovery Policy. (2024)

James GellerAngela GarretsenSoon Ae Chun

recovery policycontinuous evaluation

Enhanced Multi-Class Detection of Fake News. Proceedings of the ... International Florida Artificial Intelligence Research Society Conference (2024)

Chih-yuan LiSoon Ae ChunJames Geller

Navya KollapallyJames Geller

health textpublic healthsocial determinants of healthdata sciencesocial determinantssocial scienceshyperparameter optimizationgenetic algorithms

Navya KollapallyJames Geller

Mahshad Koohi H. DehkordiNavya KollapallyYehoshua PerlJames GellerFadi DeekHao LiuVipina KelothGai ElhananAndrew Einstein

pattern recognitiondata mininginterface terminologyinformaticsmachine learningdata scienceinformation retrievalmachine learning mining

Teaching Computing and Experiencing Grief in the Year 1 Ac (After Chatgpt). Frontiers in Education (2024)

James Geller

educationcomputing educationcomputer science

Using Clinical Entity Recognition for Curating an Interface Terminology to Aid Fast Skimming of Ehrs. 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (2024)

Navya Martin KollapallyMahshad Koohi H. DehkordiYehoshua PerlJames GellerFadi P. DeekHao LiuVipina K. KelothGai ElhananAndrew J. EinsteinShuxin Zhou

biomedical informaticsmedical image computingbiomedical text miningbioinformaticsinterface terminologybiomedical engineeringclinical entity recognitionentity disambiguation

Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health. PubMed (2023)

Navya Martin KollapallyVipina Kuttichi KelothJulia XuJames Geller

social determinants of healthunified ontologyontology (information science)public health

Mining of Ehr for Interface Terminology Concepts for Annotating Ehrs of Covid Patients. BMC Medical Informatics and Decision Making (2023)

Vipina K. KelothShuxin ZhouLuke LindemannLing ZhengGai ElhananAndrew J. EinsteinJames GellerYehoshua Perl

Multiple View Summarization Framework for Social Media. Proceedings of the ... International Florida Artificial Intelligence Research Society Conference (2023)

Chih-yuan LiSoon ChunJames Geller

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