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Open Access
Peer-reviewed
Research Article
Odor classification: Exploring feature performance and imbalanced data learning techniques
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Durgesh Ameta ,
Roles Conceptualization, Data curation, Methodology, Writing – original draft
* E-mail: durgesgameta@gmail.com
¶‡ DA contributed to Conceptualization, Data collection, Analysis, and paper writing. SK and RM contributed to Data collection, Analys s, and paper writing. LB and AC contributed to Supervision, Interpretation, Review and editing. TS contributed to Conceptualization,Supervision, Interpretation, Review and editing.
Affiliations Indian Knowledge System and Mental Health Applications Centre, Indian Institute of Technology, Mandi, India, Indian Knowledge System Centre, ISS, Delhi, India
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Surendra Kumar ,
Roles Data curation, Methodology, Writing – original draft
¶‡ DA contributed to Conceptualization, Data collection, Analysis, and paper writing. SK and RM contributed to Data collection, Analys s, and paper writing. LB and AC contributed to Supervision, Interpretation, Review and editing. TS contributed to Conceptualization,Supervision, Interpretation, Review and editing.
Affiliation School of Electronics, Indian Institute of Information Technology, Una, India
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Rishav Mishra ,
Roles Data curation, Methodology, Writing – original draft
¶‡ DA contributed to Conceptualization, Data collection, Analysis, and paper writing. SK and RM contributed to Data collection, Analys s, and paper writing. LB and AC contributed to Supervision, Interpretation, Review and editing. TS contributed to Conceptualization,Supervision, Interpretation, Review and editing.
Affiliation School of Electronics, Indian Institute of Information Technology, Una, India
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Laxmidhar Behera ,
Roles Conceptualization, Project administration, Supervision, Writing – review & editing
¶‡ DA contributed to Conceptualization, Data collection, Analysis, and paper writing. SK and RM contributed to Data collection, Analys s, and paper writing. LB and AC contributed to Supervision, Interpretation, Review and editing. TS contributed to Conceptualization,Supervision, Interpretation, Review and editing.
Affiliations Indian Knowledge System and Mental Health Applications Centre, Indian Institute of Technology, Mandi, India, Department of Electrical Engineering, Indian Institute of Technology, Kanpur, India
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Aniruddha Chakraborty ,
Roles Conceptualization, Investigation, Supervision, Writing – review & editing
¶‡ DA contributed to Conceptualization, Data collection, Analysis, and paper writing. SK and RM contributed to Data collection, Analys s, and paper writing. LB and AC contributed to Supervision, Interpretation, Review and editing. TS contributed to Conceptualization,Supervision, Interpretation, Review and editing.
Affiliation School of Basic Sciences, Indian Institute of Technology, Mandi, India
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Tushar Sandhan
Roles Conceptualization, Investigation, Supervision, Writing – review & editing
¶‡ DA contributed to Conceptualization, Data collection, Analysis, and paper writing. SK and RM contributed to Data collection, Analys s, and paper writing. LB and AC contributed to Supervision, Interpretation, Review and editing. TS contributed to Conceptualization,Supervision, Interpretation, Review and editing.
Affiliation Department of Electrical Engineering, Indian Institute of Technology, Kanpur, India
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Odor classification: Exploring feature performance and imbalanced data learning techniques
- Durgesh Ameta,
- Surendra Kumar,
- Rishav Mishra,
- Laxmidhar Behera,
- Aniruddha Chakraborty,
- Tushar Sandhan
- Published: May 28, 2025
- https://doi.org/10.1371/journal.pone.0322514