[
  {
    "title": "imbalanceKit: Resampling Methods and Tools for Imbalanced Classification",
    "author": [
      {
        "given": "Fatih",
        "family": "Sağlam",
        "role": {},
        "email": "saglamf89@gmail.com",
        "comment": "0000-0002-2084-2008"
      }
    ],
    "year": "2026",
    "note": "R package version 0.1.0",
    "url": "https://github.com/fatihsaglam/imbalanceKit"
  },
  {
    "title": "A novel SMOTE-based resampling technique trough noise detection and the boosting procedure",
    "author": [
      {
        "given": "Fatih",
        "family": "Sağlam",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Mehmet Ali",
        "family": "Cengiz",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "Expert Systems with Applications",
    "year": "2022",
    "volume": "200",
    "pages": "117023",
    "doi": "10.1016/j.eswa.2022.117023"
  },
  {
    "title": "MCSMOTE: A transition matrix-driven oversampling technique for class imbalance",
    "author": [
      {
        "given": "Fatih",
        "family": "Sağlam",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Mehmet Ali",
        "family": "Cengiz",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "Applied Soft Computing",
    "year": "2025",
    "volume": "185",
    "pages": "113906",
    "doi": "10.1016/j.asoc.2025.113906"
  },
  {
    "title": "Uncertainty guided oversampling: A classifier-specific approach for effective handling of class imbalance in machine learning",
    "author": [
      {
        "given": "Fatih",
        "family": "Sağlam",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Mehmet Ali",
        "family": "Cengiz",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "Knowledge-Based Systems",
    "year": "2026",
    "volume": "342",
    "pages": "115886",
    "doi": "10.1016/j.knosys.2026.115886"
  },
  {
    "title": "Bi-SMOTE: bi-directional oversampling for reducing class overlap and synthetic noise",
    "author": [
      {
        "given": "Fatih",
        "family": "Sağlam",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Umut",
        "family": "Yamak",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "Expert Systems with Applications",
    "year": "2027",
    "volume": "334",
    "pages": "134648",
    "doi": "10.1016/j.eswa.2026.134648"
  },
  {
    "title": "DatRel: a noise-tolerant data relocation approach for effective synthetic data generation in imbalanced classifiers",
    "author": [
      {
        "given": "Fatih",
        "family": "Sağlam",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "Machine Learning",
    "year": "2025",
    "doi": "10.1007/s10994-025-06755-8"
  },
  {
    "title": "EBSMOTE: Evaluation-based synthetic minority oversampling technique for imbalanced dataset learning",
    "author": [
      {
        "given": "A. S.",
        "family": "Hussein",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "B.",
        "family": "Diallo",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "J.",
        "family": "Liu",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "booktitle": "2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)",
    "year": "2019",
    "pages": "1226--1233",
    "publisher": "IEEE"
  },
  {
    "title": "GQEO: Nearest neighbor graph-based generalized quadrilateral element oversampling for class-imbalance problem",
    "author": [
      {
        "given": "Q.",
        "family": "Dai",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "L.",
        "family": "Wang",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "J.",
        "family": "Zhang",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "W.",
        "family": "Ding",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "L.",
        "family": "Chen",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "Neural Networks",
    "year": "2025",
    "volume": "184",
    "pages": "107107"
  },
  {
    "title": "Local entropy-adversarial oversampling for imbalanced datasets",
    "author": [
      {
        "given": "L.",
        "family": "Tao",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "Neurocomputing",
    "year": "2025",
    "pages": "131959"
  },
  {
    "title": "A synthetic minority based on probabilistic distribution (SyMProD) oversampling for imbalanced datasets",
    "author": [
      {
        "given": "I.",
        "family": "Kunakorntum",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "W.",
        "family": "Hinthong",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "P.",
        "family": "Phunchongharn",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "IEEE Access",
    "year": "2020",
    "volume": "8",
    "pages": "114692--114704"
  }
]