Zhi‐Hua Zhou
Nanjing University
Affiliation Nanjing University Top Publications Isolation Forest (2008) – 6,229 citations Top 10 algorithms in data mining (2007) – 5,732 citations ML-KNN: A lazy learning approach to multi-label learning (2007) – 3,611 citations A Review on Multi-Label Learning Algorithms (2013) – 3,406 citations Ensemble Methods (2012) – 2,529 citations 📤 Share this pageFound this useful? ... <a title="Zhi‐Hua Zhou" class="read-more" href="https://journalsworld.com/researchers/zhi%e2%80%90hua-zhou/" aria-label="Read more about Zhi‐Hua Zhou">Read more</a>
Read biography ↓Biography, research & contributions
Affiliation
Nanjing University
Top Publications
- Isolation Forest (2008) - 6,229 citations
- Top 10 algorithms in data mining (2007) - 5,732 citations
- ML-KNN: A lazy learning approach to multi-label learning (2007) - 3,611 citations
- A Review on Multi-Label Learning Algorithms (2013) - 3,406 citations
- Ensemble Methods (2012) - 2,529 citations
At a glance
- Full name
- Zhi‐Hua Zhou
- ORCID
- 0000-0003-0746-1494
- OpenAlex ID
- https://openalex.org/A5100621138
Research interests
- Machine Learning and Algorithms, Machine Learning and Data Classification, Domain Adaptation and Few-Shot Learning, Text and Document Classification Technologies, Stochastic Gradient Optimization Techniques
Research topics
Education
Not yet documented in this profile.
Selected research & further reading
A curated reading list, not a ranking by citation count. References use DOI metadata, matching public scholarly records or authoritative lecture sources.
See the source-linked reading and original works in the research guide above.
Citation & publication trends
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Source: OpenAlex · Retrieved 2026-10-07. Metrics are database-specific and are not a scientific ranking.
Most-cited linked publications
Publications matched across ORCID and OpenAlex. Citation counts are source-specific.
- Isolation Forest ↗2008 · Proceedings6,229OpenAlex citations
- Top 10 algorithms in data mining ↗2007 · Knowledge and Information Systems5,732OpenAlex citations
- ML-KNN: A lazy learning approach to multi-label learning ↗2007 · Pattern Recognition3,611OpenAlex citations
- A Review on Multi-Label Learning Algorithms ↗2013 · IEEE Transactions on Knowledge and Data Engineering3,406OpenAlex citations
- Ensemble Methods ↗2012 · Chapman & Hall/CRC eBooks2,529OpenAlex citations
Recent linked publications
Publications matched across ORCID and OpenAlex. Citation counts are source-specific.
- Isolation Forest ↗2008 · Proceedings
- Top 10 algorithms in data mining ↗2007 · Knowledge and Information Systems
- ML-KNN: A lazy learning approach to multi-label learning ↗2007 · Pattern Recognition
- A Review on Multi-Label Learning Algorithms ↗2013 · IEEE Transactions on Knowledge and Data Engineering
- Ensemble Methods ↗2012 · Chapman & Hall/CRC eBooks
Journals published in
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Institutions
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Previous institutions
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Awards & honors
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Career timeline
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Co-authors
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Education & career institution links
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Sign in to claim this profileSources & data information
Editorial review: 2026-10-07 · Last data update: 2026-10-07 21:54:22
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