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@article{DBLP:journals/ieeejas/LiJHS24,
  author       = {Yong{-}Chao Li and
                  Rui{-}Sheng Jia and
                  Yingxiang Hu and
                  Hong{-}Mei Sun},
  title        = {A Weakly-Supervised Crowd Density Estimation Method Based on Two-Stage
                  Linear Feature Calibration},
  journal      = {{IEEE} {CAA} J. Autom. Sinica},
  volume       = {11},
  number       = {4},
  pages        = {965--981},
  year         = {2024}
}

@inproceedings{DBLP:conf/gcce/MoritaHSMTKY20,
  author       = {Eichi Morita and
                  Hiroyuki Hatano and
                  Kosuke Sanada and
                  Kazuo Mori and
                  Asuka Tsujii and
                  Hironobu Kasashima and
                  Takaya Yamazato},
  title        = {Estimation for Direction of Signal Arrival based on Area Density of
                  Estimated Lines for Ultrasonic Sensor Array},
  booktitle    = {{GCCE}},
  pages        = {333--335},
  publisher    = {{IEEE}},
  year         = {2020}
}

@inproceedings{DBLP:conf/www/ColemanS20,
  author       = {Benjamin Coleman and
                  Anshumali Shrivastava},
  title        = {Sub-linear {RACE} Sketches for Approximate Kernel Density Estimation
                  on Streaming Data},
  booktitle    = {{WWW}},
  pages        = {1739--1749},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020}
}

@article{DBLP:journals/tcsv/ZhengLCWZ19,
  author       = {Huicheng Zheng and
                  Zijian Lin and
                  Jiepeng Cen and
                  Zeyu Wu and
                  Yadan Zhao},
  title        = {Cross-Line Pedestrian Counting Based on Spatially-Consistent Two-Stage
                  Local Crowd Density Estimation and Accumulation},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {29},
  number       = {3},
  pages        = {787--799},
  year         = {2019}
}

@article{DBLP:journals/corr/abs-1912-02283,
  author       = {Benjamin Coleman and
                  Anshumali Shrivastava},
  title        = {Sub-linear {RACE} Sketches for Approximate Kernel Density Estimation
                  on Streaming Data},
  journal      = {CoRR},
  volume       = {abs/1912.02283},
  year         = {2019}
}

@article{DBLP:journals/sensors/Vargas-Melendez17,
  author       = {Leandro Vargas{-}Mel{\'{e}}ndez and
                  Beatriz L. Boada and
                  Mar{\'{\i}}a Jes{\'{u}}s L{\'{o}}pez Boada and
                  Antonio Gauch{\'{\i}}a and
                  Vicente D{\'{\i}}az},
  title        = {Sensor Fusion Based on an Integrated Neural Network and Probability
                  Density Function {(PDF)} Dual Kalman Filter for On-Line Estimation
                  of Vehicle Parameters and States},
  journal      = {Sensors},
  volume       = {17},
  number       = {5},
  pages        = {987},
  year         = {2017}
}

@inproceedings{DBLP:conf/ijcnn/RhodesQM17,
  author       = {Anthony D. Rhodes and
                  Max H. Quinn and
                  Melanie Mitchell},
  title        = {Fast on-line kernel density estimation for active object localization},
  booktitle    = {{IJCNN}},
  pages        = {454--462},
  publisher    = {{IEEE}},
  year         = {2017}
}

@article{DBLP:journals/jmlr/Arias-CastroMP16,
  author       = {Ery Arias{-}Castro and
                  David Mason and
                  Bruno Pelletier},
  title        = {On the Estimation of the Gradient Lines of a Density and the Consistency
                  of the Mean-Shift Algorithm},
  journal      = {J. Mach. Learn. Res.},
  volume       = {17},
  pages        = {43:1--43:28},
  year         = {2016}
}

@article{DBLP:journals/jmlr/Arias-CastroMP16a,
  author       = {Ery Arias{-}Castro and
                  David Mason and
                  Bruno Pelletier},
  title        = {{ERRATA:} On the Estimation of the Gradient Lines of a Density and
                  the Consistency of the Mean-Shift Algorithm},
  journal      = {J. Mach. Learn. Res.},
  volume       = {17},
  pages        = {206:1--206:4},
  year         = {2016}
}

@article{DBLP:journals/corr/RhodesQM16,
  author       = {Anthony D. Rhodes and
                  Max H. Quinn and
                  Melanie Mitchell},
  title        = {Fast On-Line Kernel Density Estimation for Active Object Localization},
  journal      = {CoRR},
  volume       = {abs/1611.05369},
  year         = {2016}
}

@article{DBLP:journals/dsp/Simmross-Wattenberg15,
  author       = {Federico Simmross{-}Wattenberg and
                  Marcos Mart{\'{\i}}n{-}Fern{\'{a}}ndez and
                  Pablo Casaseca{-}de{-}la{-}Higuera and
                  Carlos Alberola{-}L{\'{o}}pez},
  title        = {Fast calculation of {\(\alpha\)}-stable density functions based on
                  off-line precomputations. Application to {ML} parameter estimation},
  journal      = {Digit. Signal Process.},
  volume       = {38},
  pages        = {1--12},
  year         = {2015}
}

@inproceedings{DBLP:conf/nips/ChanDSS14,
  author       = {Siu On Chan and
                  Ilias Diakonikolas and
                  Rocco A. Servedio and
                  Xiaorui Sun},
  title        = {Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width
                  Histograms},
  booktitle    = {{NIPS}},
  pages        = {1844--1852},
  year         = {2014}
}

@article{DBLP:journals/corr/ChanDSS14,
  author       = {Siu On Chan and
                  Ilias Diakonikolas and
                  Rocco A. Servedio and
                  Xiaorui Sun},
  title        = {Near-Optimal Density Estimation in Near-Linear Time Using Variable-Width
                  Histograms},
  journal      = {CoRR},
  volume       = {abs/1411.0169},
  year         = {2014}
}

@article{DBLP:journals/corr/abs-1301-6677,
  author       = {Katy S. Azoury and
                  Manfred K. Warmuth},
  title        = {Relative Loss Bounds for On-line Density Estimation with the Exponential
                  Family of Distributions},
  journal      = {CoRR},
  volume       = {abs/1301.6677},
  year         = {2013}
}

@inproceedings{DBLP:journals/jmlr/KotlowskiG11,
  author       = {Wojciech Kotlowski and
                  Peter Gr{\"{u}}nwald},
  title        = {Maximum Likelihood vs. Sequential Normalized Maximum Likelihood in
                  On-line Density Estimation},
  booktitle    = {{COLT}},
  series       = {{JMLR} Proceedings},
  volume       = {19},
  pages        = {457--476},
  publisher    = {JMLR.org},
  year         = {2011}
}

@inproceedings{DBLP:conf/itsc/StankovaS10,
  author       = {Katerina Stankov{\'{a}} and
                  Bart De Schutter},
  title        = {On freeway traffic density estimation for a jump Markov linear model
                  based on Daganzo's cell transmission model},
  booktitle    = {{ITSC}},
  pages        = {13--18},
  publisher    = {{IEEE}},
  year         = {2010}
}

@inproceedings{DBLP:conf/avss/WassantachatLCWT09,
  author       = {Thanes Wassantachat and
                  Zhidong Li and
                  Jing Chen and
                  Yang Wang and
                  Evan Tan},
  title        = {Traffic Density Estimation with On-line {SVM} Classifier},
  booktitle    = {{AVSS}},
  pages        = {13--18},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}

@inproceedings{DBLP:conf/itw/Ryabko08,
  author       = {Boris Ryabko},
  title        = {Compression-based methods for nonparametric density estimation, on-line
                  prediction, regression and classification for time series},
  booktitle    = {{ITW}},
  pages        = {271--275},
  publisher    = {{IEEE}},
  year         = {2008}
}

@inproceedings{DBLP:conf/micai/Galeano-HuertasG08,
  author       = {Juan Carlos Galeano{-}Huertas and
                  Fabio A. Gonz{\'{a}}lez},
  title        = {{INDIE:} An Artificial Immune Network for On-Line Density Estimation},
  booktitle    = {{MICAI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5317},
  pages        = {254--265},
  publisher    = {Springer},
  year         = {2008}
}

@article{DBLP:journals/corr/abs-cs-0701036,
  author       = {Boris Ryabko},
  title        = {Compression-based methods for nonparametric density estimation, on-line
                  prediction, regression and classification for time series},
  journal      = {CoRR},
  volume       = {abs/cs/0701036},
  year         = {2007}
}

@inproceedings{DBLP:conf/eusipco/SorensenA05,
  author       = {Karsten Vandborg S{\o}rensen and
                  S{\o}ren Vang Andersen},
  title        = {Noise power spectral density estimation from noisy speech using on-line
                  trained hidden Markov models},
  booktitle    = {{EUSIPCO}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2005}
}

@article{DBLP:journals/ml/AzouryW01,
  author       = {Katy S. Azoury and
                  Manfred K. Warmuth},
  title        = {Relative Loss Bounds for On-Line Density Estimation with the Exponential
                  Family of Distributions},
  journal      = {Mach. Learn.},
  volume       = {43},
  number       = {3},
  pages        = {211--246},
  year         = {2001}
}

@article{DBLP:journals/algorithmica/LambertHHG99,
  author       = {Christophe G. Lambert and
                  S. E. Harrington and
                  C. R. Harvey and
                  A. Glodjo},
  title        = {Efficient On-Line Nonparametric Kernel Density Estimation},
  journal      = {Algorithmica},
  volume       = {25},
  number       = {1},
  pages        = {37--57},
  year         = {1999}
}
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