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@article{DBLP:journals/access/QiuWYZK24,
author = {Zijie Qiu and
Peng Wei and
Mingwei Yao and
Rui Zhang and
Yingchun Kuang},
title = {Channel Pruning Method Based on Decoupling Feature Scale Distribution
in Batch Normalization Layers},
journal = {{IEEE} Access},
volume = {12},
pages = {48865--48880},
year = {2024}
}
@article{DBLP:journals/axioms/XiangFR24,
author = {Huiling Xiang and
Hafiz Muhammad Athar Farid and
Muhammad Riaz},
title = {Linear Programming-Based Fuzzy Alternative Ranking Order Method Accounting
for Two-Step Normalization for Comprehensive Evaluation of Digital
Economy Development in Provincial Regions},
journal = {Axioms},
volume = {13},
number = {2},
pages = {109},
year = {2024}
}
@article{DBLP:journals/cj/WuCDZCS24,
author = {Tongshuai Wu and
Liwei Chen and
Gewangzi Du and
Chenguang Zhu and
Ningning Cui and
Gang Shi},
title = {{CDNM:} Clustering-Based Data Normalization Method For Automated Vulnerability
Detection},
journal = {Comput. J.},
volume = {67},
number = {4},
pages = {1538--1549},
year = {2024}
}
@article{DBLP:journals/inffus/HoqueKNS24,
author = {Md. Ziaul Hoque and
Anja Keskinarkaus and
Pia Nyberg and
Tapio Sepp{\"{a}}nen},
title = {Stain normalization methods for histopathology image analysis: {A}
comprehensive review and experimental comparison},
journal = {Inf. Fusion},
volume = {102},
pages = {101997},
year = {2024}
}
@article{DBLP:journals/isci/LiaoXWB24,
author = {Huchang Liao and
Yue Xiao and
Xingli Wu and
Romualdas Bausys},
title = {Z-DNMASort: {A} double normalization-based multiple aggregation sorting
method with Z-numbers for multi-criterion sorting problems},
journal = {Inf. Sci.},
volume = {653},
pages = {119782},
year = {2024}
}
@article{DBLP:journals/kbs/WangYXCCL24,
author = {Ke Wang and
Zanting Ye and
Xiang Xie and
Haidong Cui and
Tao Chen and
Banteng Liu},
title = {MLN-net: {A} multi-source medical image segmentation method for clustered
microcalcifications using multiple layer normalization},
journal = {Knowl. Based Syst.},
volume = {283},
pages = {111127},
year = {2024}
}
@article{DBLP:journals/lgrs/HuangTGS24,
author = {Wenli Huang and
Yuting Tao and
Wenxia Gan and
Huanfeng Shen},
title = {An Evaluation of Radiometric Normalization Methods for Gaofen-2 Vegetation
Index Mapping},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {21},
pages = {1--5},
year = {2024}
}
@article{DBLP:journals/sensors/KammounRB24,
author = {Amal Kammoun and
Philippe Ravier and
Olivier Buttelli},
title = {Impact of {PCA} Pre-Normalization Methods on Ground Reaction Force
Estimation Accuracy},
journal = {Sensors},
volume = {24},
number = {4},
pages = {1137},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-15352,
author = {S{\'{e}}bastien Herbreteau and
Charles Kervrann},
title = {On normalization-equivariance properties of supervised and unsupervised
denoising methods: a survey},
journal = {CoRR},
volume = {abs/2402.15352},
year = {2024}
}
@article{DBLP:journals/access/BoskovicSJDSB23,
author = {Sara Boskovic and
Libor Svadlenka and
Stefan Jovcic and
Momcilo Dobrodolac and
Vladimir Simic and
Nebojsa Bacanin},
title = {An Alternative Ranking Order Method Accounting for Two-Step Normalization
{(AROMAN)} - {A} Case Study of the Electric Vehicle Selection Problem},
journal = {{IEEE} Access},
volume = {11},
pages = {39496--39507},
year = {2023}
}
@article{DBLP:journals/access/GuoDXC23,
author = {Shuren Guo and
Xuanpu Dong and
Dong Xiang and
Huatang Cao},
title = {A Pose-Normalization Method for Casting Voxel Models Using Second-Order
Central Moment Matrix},
journal = {{IEEE} Access},
volume = {11},
pages = {36849--36855},
year = {2023}
}
@article{DBLP:journals/access/MulengaKSS23,
author = {Mwenge Mulenga and
Sameem Abdul Kareem and
Aznul Qalid Md Sabri and
Manjeevan Seera},
title = {Correction to "Stacking and Chaining of Normalization Methods in Deep
Learning-Based Classification of Colorectal Cancer Using Gut Microbiome
Data"},
journal = {{IEEE} Access},
volume = {11},
pages = {44649},
year = {2023}
}
@article{DBLP:journals/asc/HezamMRA23,
author = {Ibrahim M. Hezam and
Arunodaya Raj Mishra and
Pratibha Rani and
Ahmad M. Alshamrani},
title = {Assessing the barriers of digitally sustainable transportation system
for persons with disabilities using Fermatean fuzzy double normalization-based
multiple aggregation method},
journal = {Appl. Soft Comput.},
volume = {133},
pages = {109910},
year = {2023}
}
@article{DBLP:journals/bdr/LimaS23,
author = {Felipe Tomazelli Lima and
Vin{\'{\i}}cius M. A. de Souza},
title = {A Large Comparison of Normalization Methods on Time Series},
journal = {Big Data Res.},
volume = {34},
pages = {100407},
year = {2023}
}
@article{DBLP:journals/cmpb/AltiniMZCTABPMSB23,
author = {Nicola Altini and
Tommaso Maria Marvulli and
Francesco Alfredo Zito and
Mariapia Caputo and
Stefania Tommasi and
Amalia Azzariti and
Antonio Brunetti and
Berardino Prencipe and
Eliseo Mattioli and
Simona De Summa and
Vitoantonio Bevilacqua},
title = {The role of unpaired image-to-image translation for stain color normalization
in colorectal cancer histology classification},
journal = {Comput. Methods Programs Biomed.},
volume = {234},
pages = {107511},
year = {2023}
}
@article{DBLP:journals/cmpb/PereiraRCSM23,
author = {Sofia Cardoso Pereira and
Joana Rocha and
Aur{\'{e}}lio Campilho and
Pedro Sousa and
Ana Maria Mendon{\c{c}}a},
title = {Lightweight multi-scale classification of chest radiographs via size-specific
batch normalization},
journal = {Comput. Methods Programs Biomed.},
volume = {236},
pages = {107558},
year = {2023}
}
@article{DBLP:journals/cmpb/TasdemirAADY23,
author = {Sena Busra Yengec Tasdemir and
Zafer Aydin and
Ebru Akay and
Serkan Dogan and
B{\"{u}}lent Yilmaz},
title = {Improved classification of colorectal polyps on histopathological
images with ensemble learning and stain normalization},
journal = {Comput. Methods Programs Biomed.},
volume = {232},
pages = {107441},
year = {2023}
}
@article{DBLP:journals/cmpb/WangLW23,
author = {Shunli Wang and
Rui Li and
Huayi Wu},
title = {Integrating machine learning with linguistic features: {A} universal
method for extraction and normalization of temporal expressions in
Chinese texts},
journal = {Comput. Methods Programs Biomed.},
volume = {233},
pages = {107474},
year = {2023}
}
@article{DBLP:journals/finr/LianFLN23,
author = {Yufeng Lian and
Wenhuan Feng and
Shuaishi Liu and
Zhigen Nie},
title = {A road adhesion coefficient-tire cornering stiffness normalization
method combining a fractional-order multi-variable gray model with
a {LSTM} network and vehicle direct yaw-moment robust control},
journal = {Frontiers Neurorobotics},
volume = {17},
year = {2023}
}
@article{DBLP:journals/ipm/FengK23,
author = {Dongji Feng and
Shubhra (Santu) K. Karmaker},
title = {Joint upper {\&} expected value normalization for evaluation of
retrieval systems: {A} case study with Learning-to-Rank methods},
journal = {Inf. Process. Manag.},
volume = {60},
number = {4},
pages = {103404},
year = {2023}
}
@article{DBLP:journals/jifs/YangZ23b,
author = {Guangfen Yang and
Hui Zhang},
title = {A novel cardinal-normalization method for Probabilistic Hesitant Fuzzy
Elements with incomplete information},
journal = {J. Intell. Fuzzy Syst.},
volume = {44},
number = {6},
pages = {9053--9072},
year = {2023}
}
@article{DBLP:journals/kbs/EscribanoRA23,
author = {Nayla Escribano and
German Rigau and
Rodrigo Agerri},
title = {A modular approach for multilingual timex detection and normalization
using deep learning and grammar-based methods},
journal = {Knowl. Based Syst.},
volume = {273},
pages = {110612},
year = {2023}
}
@article{DBLP:journals/mta/LiangLSCCHLFYZF23,
author = {Zhuonan Liang and
Ziheng Liu and
Huaze Shi and
Yunlong Chen and
Yanbin Cai and
Hong Hong and
Yating Liang and
Yafan Feng and
Yuqing Yang and
Jing Zhang and
Peng Fu},
title = {{SPOC} learner's final grade prediction based on a novel sampling
batch normalization embedded deep neural network method},
journal = {Multim. Tools Appl.},
volume = {82},
number = {7},
pages = {9843--9853},
year = {2023}
}
@article{DBLP:journals/nar/ScheepbouwerHEGPG23,
author = {Chantal Scheepbouwer and
Michael Hackenberg and
Monique A J. van Eijndhoven and
Alan Gerber and
Michiel Pegtel and
Cristina G{\'{o}}mez{-}Mart{\'{\i}}n},
title = {{NORMSEQ:} a tool for evaluation, selection and visualization of RNA-Seq
normalization methods},
journal = {Nucleic Acids Res.},
volume = {51},
number = {{W1}},
pages = {372--378},
year = {2023}
}
@article{DBLP:journals/pami/HuangQZZLS23,
author = {Lei Huang and
Jie Qin and
Yi Zhou and
Fan Zhu and
Li Liu and
Ling Shao},
title = {Normalization Techniques in Training DNNs: Methodology, Analysis and
Application},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {8},
pages = {10173--10196},
year = {2023}
}
@article{DBLP:journals/ploscb/YuanW23,
author = {Bo Yuan and
Shulei Wang},
title = {RSim: {A} reference-based normalization method via rank similarity},
journal = {PLoS Comput. Biol.},
volume = {19},
number = {9},
year = {2023}
}
@article{DBLP:journals/sensors/Alabrah23,
author = {Amerah A. Alabrah},
title = {An Improved {CCF} Detector to Handle the Problem of Class Imbalance
with Outlier Normalization Using {IQR} Method},
journal = {Sensors},
volume = {23},
number = {9},
pages = {4406},
year = {2023}
}
@article{DBLP:journals/soco/PuskaBMP23,
author = {Adis Puska and
Darko Bozanic and
Zoran Mastilo and
Dragan Pamucar},
title = {Extension of {MEREC-CRADIS} methods with double normalization-case
study selection of electric cars},
journal = {Soft Comput.},
volume = {27},
number = {11},
pages = {7097--7113},
year = {2023}
}
@article{DBLP:journals/staeors/XuZWLLC23,
author = {Hanzeyu Xu and
Yuyu Zhou and
Yuchun Wei and
Chong Liu and
Xiao Li and
Wei Chen},
title = {A Relative Radiometric Normalization Method for Enhancing Radiometric
Consistency of Landsat Time-Series Imageries},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {16},
pages = {5797--5812},
year = {2023}
}
@article{DBLP:journals/tcbb/JiangL023,
author = {Changkun Jiang and
Weipeng Lv and
Jianqiang Li},
title = {Protein-Protein Interaction Sites Prediction Using Batch Normalization
Based CNNs and Oversampling Method Borderline-SMOTE},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {20},
number = {3},
pages = {2190--2199},
year = {2023}
}
@article{DBLP:journals/tmm/QiWSG23,
author = {Lei Qi and
Lei Wang and
Yinghuan Shi and
Xin Geng},
title = {A Novel Mix-Normalization Method for Generalizable Multi-Source Person
Re-Identification},
journal = {{IEEE} Trans. Multim.},
volume = {25},
pages = {4856--4867},
year = {2023}
}
@inproceedings{DBLP:conf/bibm/ZhaoL23,
author = {Bin Zhao and
Lu Liu},
title = {PLNorm: {A} Power-Law Distribution-Based Normalization Method for
Single-Cell Hi-C Data Analysis},
booktitle = {{BIBM}},
pages = {3855--3861},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icceic/Jin23,
author = {Boyu Jin},
title = {Research on Improving The Deep Learning Model of Differential Privacy
Using Normalization Method},
booktitle = {{ICCEIC}},
pages = {159--162},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/iccsie/LvZ23,
author = {Chao Lv and
Kaisheng Zhang},
title = {A Research of Improved Facial Expression Recognition Method Based
on {CBAM} and Joint-normalization Techniques},
booktitle = {{ICCSIE}},
pages = {23--30},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/icitee/Wang23,
author = {Zilin Wang},
title = {Normalization Estimation Method of Inertia for Power System with New
Energy},
booktitle = {{ICITEE}},
pages = {102--108},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/icmlca/ChenHZ23,
author = {Jun Chen and
Qidong Huang and
Yunpeng Zhang},
title = {A survey of gradient normalization adversarial attack methods},
booktitle = {{ICMLCA}},
pages = {245--250},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/kes/BalchanowskiB23,
author = {Michal Balchanowski and
Urszula Boryczka},
title = {How Normalization Strategies Affect the Quality of Rank Aggregation
Methods in Recommendation Systems},
booktitle = {{KES}},
series = {Procedia Computer Science},
volume = {225},
pages = {1843--1852},
publisher = {Elsevier},
year = {2023}
}
@inproceedings{DBLP:conf/sice/YasudaKKTY23,
author = {Yusuke Yasuda and
Hidetoki Kojima and
Wataru Kumagai and
Kenichi Tamura and
Keiichiro Yasuda},
title = {A Switching Normalization Method in Decomposition-based Constraint
Handling for Constrained Optimization},
booktitle = {{SICE}},
pages = {1555--1562},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/sigmorphon/Scherrer23,
author = {Yves Scherrer},
title = {Character alignment methods for dialect-to-standard normalization},
booktitle = {{SIGMORPHON}},
pages = {110--116},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@article{DBLP:journals/corr/abs-2302-13233,
author = {Xing Wang},
title = {The misuse of the nonlinear field normalization method: Nonlinear
field normalization citation counts at the paper level cannot be added
or averaged},
journal = {CoRR},
volume = {abs/2302.13233},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-14221,
author = {Nayla Escribano and
German Rigau and
Rodrigo Agerri},
title = {A Modular Approach for Multilingual Timex Detection and Normalization
using Deep Learning and Grammar-based methods},
journal = {CoRR},
volume = {abs/2304.14221},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-02742,
author = {Ke Wang and
Zanting Ye and
Xiang Xie and
Haidong Cui and
Tao Chen and
Banteng Liu},
title = {MLN-net: {A} multi-source medical image segmentation method for clustered
microcalcifications using multiple layer normalization},
journal = {CoRR},
volume = {abs/2309.02742},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-08626,
author = {Juntae Kim and
Minkyu Lim and
Seokjin Hong},
title = {Improving Robustness of Neural Inverse Text Normalization via Data-Augmentation,
Semi-Supervised Learning, and Post-Aligning Method},
journal = {CoRR},
volume = {abs/2309.08626},
year = {2023}
}
@article{DBLP:journals/bioinformatics/GrafCMCSLSSSDLL22,
author = {John F. Graf and
Sanghee Cho and
Elizabeth McDonough and
Alex Corwin and
Anup Sood and
Andreas Lindner and
Manuela Salvucci and
Xanthi Stachtea and
Sandra Van Schaeybroeck and
Philip D. Dunne and
Pierre Laurent{-}Puig and
Daniel B. Longley and
Jochen H. M. Prehn and
Fiona Ginty},
title = {{FLINO:} a new method for immunofluorescence bioimage normalization},
journal = {Bioinform.},
volume = {38},
number = {2},
pages = {520--526},
year = {2022}
}
@article{DBLP:journals/biosystems/DuboisGDC22,
author = {Etienne Dubois and
Antonio N{\'{u}}{\~{n}}ez Galindo and
Lo{\"{\i}}c Dayon and
Ornella Cominetti},
title = {Assessing normalization methods in mass spectrometry-based proteome
profiling of clinical samples},
journal = {Biosyst.},
volume = {215-216},
pages = {104661},
year = {2022}
}
@article{DBLP:journals/bjmc/SimanavicieneJD22,
author = {Ruta Simanaviciene and
Viktorija Jakucionyte and
Dovile Deltuviene},
title = {Sensitivity Study of {TOPSIS} and {COPRAS} Methods with Respect to
Normalization Techniques},
journal = {Balt. J. Mod. Comput.},
volume = {10},
number = {2},
year = {2022}
}
@article{DBLP:journals/cacie/LuD22,
author = {Linjun Lu and
Fei Dai},
title = {A unified normalization method for homography estimation using combined
point and line correspondences},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {37},
number = {8},
pages = {1010--1026},
year = {2022}
}
@article{DBLP:journals/eswa/PenaNS22,
author = {Julio Pena and
Gonzalo N{\'{a}}poles and
Yamisleydi Salgueiro},
title = {Normalization method for quantitative and qualitative attributes in
multiple attribute decision-making problems},
journal = {Expert Syst. Appl.},
volume = {198},
pages = {116821},
year = {2022}
}
@article{DBLP:journals/fdata/Krishnan22,
author = {Anath Rau Krishnan},
title = {Past efforts in determining suitable normalization methods for multi-criteria
decision-making: {A} short survey},
journal = {Frontiers Big Data},
volume = {5},
year = {2022}
}
@article{DBLP:journals/ijmmsc/Sinsomboonthong22a,
author = {Saichon Sinsomboonthong},
title = {Performance Comparison of New Adjusted Min-Max with Decimal Scaling
and Statistical Column Normalization Methods for Artificial Neural
Network Classification},
journal = {Int. J. Math. Math. Sci.},
volume = {2022},
pages = {3584406:1--3584406:9},
year = {2022}
}
@article{DBLP:journals/jifs/KumarGA22,
author = {Satish Kumar and
Sunanda Gupta and
Sakshi Arora},
title = {A comparative simulation of normalization methods for machine learning-based
intrusion detection systems using {KDD} Cup'99 dataset},
journal = {J. Intell. Fuzzy Syst.},
volume = {42},
number = {3},
pages = {1749--1766},
year = {2022}
}
@article{DBLP:journals/lgrs/LiuWJYYL22,
author = {Rui Liu and
Feng Wang and
Niangang Jiao and
Wei Yu and
Hongjian You and
Fangjian Liu},
title = {Radiometric Principle-Based Radiometric Normalization Method for {SAR}
Images Mosaic},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022}
}
@article{DBLP:journals/lmcs/DelpeuchV22,
author = {Antonin Delpeuch and
Jamie Vicary},
title = {Normalization for planar string diagrams and a quadratic equivalence
algorithm},
journal = {Log. Methods Comput. Sci.},
volume = {18},
number = {1},
year = {2022}
}
@article{DBLP:journals/mms/HassanSJ22,
author = {Mannan Hassan and
Muhammad Suhail Shaikh and
Munsif Ali Jatoi},
title = {Image quality measurement-based comparative analysis of illumination
compensation methods for face image normalization},
journal = {Multim. Syst.},
volume = {28},
number = {2},
pages = {511--520},
year = {2022}
}
@article{DBLP:journals/sensors/GeCLCZZS22,
author = {Yilin Ge and
Jiahao Chen and
Yunyi Lou and
Mingdi Cui and
Hongju Zhou and
Hongwei Zhou and
Liping Sun},
title = {A Novel Image Inpainting Method Used for Veneer Defects Based on Region
Normalization},
journal = {Sensors},
volume = {22},
number = {12},
pages = {4594},
year = {2022}
}
@article{DBLP:journals/sensors/SegneriBGMF22,
author = {Andrea Segneri and
Alejandro Baldominos and
George Goussetis and
Alberto Mengali and
Nelson J. G. Fonseca},
title = {Closed-Form Power Normalization Methods for a Satellite {MIMO} System},
journal = {Sensors},
volume = {22},
number = {7},
pages = {2586},
year = {2022}
}
@article{DBLP:journals/tcsv/ZhuangWXAT22,
author = {Zijie Zhuang and
Longhui Wei and
Lingxi Xie and
Haizhou Ai and
Qi Tian},
title = {Camera-Based Batch Normalization: An Effective Distribution Alignment
Method for Person Re-Identification},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {32},
number = {1},
pages = {374--387},
year = {2022}
}
@inproceedings{DBLP:conf/chi/YamanakaUM22,
author = {Shota Yamanaka and
Hiroki Usuba and
Homei Miyashita},
title = {Bivariate Effective Width Method to Improve the Normalization Capability
for Subjective Speed-accuracy Biases in Rectangular-target Pointing},
booktitle = {{CHI}},
pages = {211:1--211:13},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/clef/Miranda-Escalada22,
author = {Antonio Miranda{-}Escalada and
Luis Gasc{\'{o}} and
Salvador Lima{-}L{\'{o}}pez and
Eul{\`{a}}lia Farr{\'{e}}{-}Maduell and
Darryl Estrada and
Anastasios Nentidis and
Anastasia Krithara and
Georgios Katsimpras and
Georgios Paliouras and
Martin Krallinger},
title = {Overview of DisTEMIST at BioASQ: Automatic detection and normalization
of diseases from clinical texts: results, methods, evaluation and
multilingual resources},
booktitle = {{CLEF} (Working Notes)},
series = {{CEUR} Workshop Proceedings},
volume = {3180},
pages = {179--203},
publisher = {CEUR-WS.org},
year = {2022}
}
@inproceedings{DBLP:conf/icip/SendjasniTL22,
author = {Abderrezzaq Sendjasni and
David Traparic and
Mohamed{-}Chaker Larabi},
title = {Investigating Normalization Methods for CNN-Based Image Quality Assessment},
booktitle = {{ICIP}},
pages = {4113--4117},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iscas/GuoCZZGW22,
author = {Qingyu Guo and
Xiaoxin Cui and
Jian Zhang and
Aifei Zhang and
Xinjie Guo and
Yuan Wang},
title = {A 4-bit Integer-Only Neural Network Quantization Method Based on Shift
Batch Normalization},
booktitle = {{ISCAS}},
pages = {707--711},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/miccai/HuIOHLSHKAKAM22,
author = {Tao Hu and
Hayato Itoh and
Masahiro Oda and
Yuichiro Hayashi and
Zhongyang Lu and
Shinji Saiki and
Nobutaka Hattori and
Koji Kamagata and
Shigeki Aoki and
Kanako K. Kumamaru and
Toshiaki Akashi and
Kensaku Mori},
title = {Enhancing Model Generalization for Substantia Nigra Segmentation Using
a Test-time Normalization-Based Method},
booktitle = {{MICCAI} {(8)}},
series = {Lecture Notes in Computer Science},
volume = {13437},
pages = {736--744},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/sensys/DasS22,
author = {Hari Prasanna Das and
Costas J. Spanos},
title = {Improved dequantization and normalization methods for tabular data
pre-processing in smart buildings},
booktitle = {BuildSys@SenSys},
pages = {168--177},
publisher = {{ACM}},
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journal = {CoRR},
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journal = {CoRR},
volume = {abs/2201.09846},
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Jingwei Sun and
Ang Li and
Pin{-}Yu Chen and
Jianyi Zhang and
Hai (Helen) Li and
Yiran Chen},
title = {Rethinking Normalization Methods in Federated Learning},
journal = {CoRR},
volume = {abs/2210.03277},
year = {2022}
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author = {Qi Fan and
Mattia Seg{\`{u}} and
Yu{-}Wing Tai and
Fisher Yu and
Chi{-}Keung Tang and
Bernt Schiele and
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title = {Normalization Perturbation: {A} Simple Domain Generalization Method
for Real-World Domain Shifts},
journal = {CoRR},
volume = {abs/2211.04393},
year = {2022}
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Sameem Abdul Kareem and
Aznul Qalid Md Sabri and
Manjeevan Seera},
title = {Stacking and Chaining of Normalization Methods in Deep Learning-Based
Classification of Colorectal Cancer Using Gut Microbiome Data},
journal = {{IEEE} Access},
volume = {9},
pages = {97296--97319},
year = {2021}
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author = {Minqiu Xu and
Youqing Wang},
title = {An Imbalanced Fault Diagnosis Method for Rolling Bearing Based on
Semi-Supervised Conditional Generative Adversarial Network With Spectral
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journal = {{IEEE} Access},
volume = {9},
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year = {2021}
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title = {A new complete color normalization method for H{\&}E stained histopatholgical
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journal = {Appl. Intell.},
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title = {A systematic comparison of normalization methods for eQTL analysis},
journal = {Briefings Bioinform.},
volume = {22},
number = {6},
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author = {Valentin Junet and
Judith Farr{\'{e}}s and
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title = {CuBlock: a cross-platform normalization method for gene-expression
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journal = {Bioinform.},
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number = {16},
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title = {RobNorm: model-based robust normalization method for labeled quantitative
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title = {Normalization of breast MRIs using cycle-consistent generative adversarial
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journal = {Comput. Methods Programs Biomed.},
volume = {208},
pages = {106225},
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author = {Fernando P{\'{e}}rez{-}Bueno and
Miguel Vega and
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journal = {Comput. Methods Programs Biomed.},
volume = {208},
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booktitle = {Bildverarbeitung f{\"{u}}r die Medizin},
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publisher = {{IEEE}},
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title = {Angular Normalization of Land Surface Temperature Using Feature-Space
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author = {Tha{\'{\i}}na Aparecida Azevedo Tosta and
Paulo Rog{\'{e}}rio de Faria and
Jo{\~{a}}o Paulo Silva Servato and
Leandro Alves Neves and
Guilherme Freire Roberto and
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title = {Unsupervised method for normalization of hematoxylin-eosin stain in
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title = {Adaptive color deconvolution for histological {WSI} normalization},
journal = {Comput. Methods Programs Biomed.},
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title = {Secrecy sum-rate analysis of massive {MIMO} systems under dual-threat
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Haipeng Chen and
Mengyao Huang and
Xiaowen Ruan and
Liang Xu},
title = {An ensemble {CNN} method for biomedical entity normalization},
booktitle = {BioNLP-OST@EMNLP-IJNCLP},
pages = {143--149},
publisher = {Association for Computational Linguistics},
year = {2019}
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author = {Kei Hirano and
Kohei Shoda and
Koji Kitamura and
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Yoshifumi Nishida},
title = {Method for Behavior Normalization to Enable Comparative Understanding
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Behavior Video Database},
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title = {A Novel Normalization Method for Using in Multiple Criteria Decision
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pages = {268--272},
publisher = {{IEEE}},
year = {2019}
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author = {Xiangyang Liu and
Bo{-}Hui Tang and
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title = {A Method for Angular Normalization of Land Surface Temperature Products
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year = {2019}
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author = {Ruijiang Zeng and
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title = {Normalization Performance Evaluation Method for Distribution Automation
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author = {Ryo Karakida and
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title = {The Normalization Method for Alleviating Pathological Sharpness in
Wide Neural Networks},
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Dang Xuan Bach and
Nguyen Xuan Tung},
title = {A Hybrid Method for Vietnamese Text Normalization},
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year = {2019}
}
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Itziar Landa{-}Torres and
Eva Portillo and
Diana Manjarres},
title = {Analysis and Application of Normalization Methods with Supervised
Feature Weighting to Improve K-means Accuracy},
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series = {Advances in Intelligent Systems and Computing},
volume = {950},
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title = {A Study of the Na{\"{\i}}ve Objective Space Normalization Method
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pages = {1834--1840},
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R{\"{u}}diger Mutz},
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journal = {J. Informetrics},
volume = {5},
number = {1},
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Vincent Larivi{\`{e}}re},
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Method with Run Length Encoding},
booktitle = {{AICI} {(3)}},
series = {Lecture Notes in Computer Science},
volume = {7004},
pages = {135--142},
publisher = {Springer},
year = {2011}
}
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author = {Po{-}Yen Wu and
John H. Phan and
Fengfeng Zhou and
May D. Wang},
title = {Evaluation of normalization methods for RNA-Seq gene expression estimation},
booktitle = {{BIBM} Workshops},
pages = {50--57},
publisher = {{IEEE} Computer Society},
year = {2011}
}
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author = {Yong Ho Suk and
Seung Ho Choi},
title = {A Cepstral {PDF} Normalization Method for Noise Robust Speech Recognition},
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series = {Communications in Computer and Information Science},
volume = {215},
pages = {34--39},
publisher = {Springer},
year = {2011}
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author = {Hongyan Li and
Shen Huang and
Shijin Wang and
Jiaen Liang and
Bo Xu},
title = {Exploring nuisance attribute projection and score normalization for
{GLDS-SVM} based automatic mispronunciation detection method},
booktitle = {{ICASSP}},
pages = {5668--5671},
publisher = {{IEEE}},
year = {2011}
}
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author = {Balemir Uragun and
Ramesh Rajan},
title = {Developing an Appropriate Data Normalization Method},
booktitle = {{ICMLA} {(2)}},
pages = {195--199},
publisher = {{IEEE} Computer Society},
year = {2011}
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author = {Nicholas Flynn and
Paul Foulkes},
title = {Comparing Vowel Formant Normalization Methods},
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pages = {683--686},
year = {2011}
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author = {Lena Zipp and
Volker Dellwo},
title = {'Read Speech Normalization' {(RSN):} {A} Method to Study Prosodic
Variability in Spontaneous Speech},
booktitle = {ICPhS},
pages = {2328--2331},
year = {2011}
}
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author = {Muhammad Talal Ibrahim and
Ling Guan and
M. Khalid Khan Niazi},
title = {Horizontal features based illumination normalization method for face
recognition},
booktitle = {{ISPA}},
pages = {684--689},
publisher = {{IEEE}},
year = {2011}
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author = {Shogo Fujita and
Leonardo Lanante and
Yuhei Nagao and
Masayuki Kurosaki and
Hiroshi Ochi},
title = {Low-Latency Normalization Method for Multi-user {MIMO} System Using
Vector Perturbation Precoder},
booktitle = {INCoS},
pages = {348--349},
publisher = {{IEEE} Computer Society},
year = {2011}
}
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author = {Bin Wang and
Xiao{-}Feng Wang and
Paul Howell and
Xuemin Qian and
Kun Huang and
Adam I. Riker and
Jingfang Ju and
Yaguang Xi},
title = {A personalized microRNA microarray normalization method using a logistic
regression model},
journal = {Bioinform.},
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number = {2},
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year = {2010}
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Kasper D. Hansen and
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journal = {{BMC} Bioinform.},
volume = {11},
pages = {94},
year = {2010}
}
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author = {Luciana Ferrer and
Joseph M. Dale and
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title = {A systematic study of genome context methods: calibration, normalization
and combination},
journal = {{BMC} Bioinform.},
volume = {11},
pages = {493},
year = {2010}
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title = {An Advanced Method for Iris Segmentation and Normalization},
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author = {Long{-}Zheng Cai and
Jian Chen and
Yun Ke and
Tao Chen and
Zhi{-}Gang Li},
title = {A new data normalization method for unsupervised anomaly intrusion
detection},
journal = {J. Zhejiang Univ. Sci. {C}},
volume = {11},
number = {10},
pages = {778--784},
year = {2010}
}
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author = {Steffen Volz and
Ulrike N{\"{o}}th and
Anna Rotarska{-}Jagiela and
Ralf Deichmann},
title = {A fast B1-mapping method for the correction and normalization of magnetization
transfer ratio maps at 3 {T}},
journal = {NeuroImage},
volume = {49},
number = {4},
pages = {3015--3026},
year = {2010}
}
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author = {Hoi{-}Kok Cheung and
Wan{-}Chi Siu and
David Dagan Feng and
Zhiyong Wang},
title = {An efficient retinex-like brightness normalization method for coding
camera flashes and strong brightness variation in videos},
journal = {Signal Process. Image Commun.},
volume = {25},
number = {3},
pages = {143--162},
year = {2010}
}
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author = {Mingjie Ma and
Jinsoo Hwang},
title = {A composite three-stage normalization method for cDNA microarray data},
booktitle = {{BIBM} Workshops},
pages = {392--396},
publisher = {{IEEE}},
year = {2010}
}
@inproceedings{DBLP:conf/icarcv/ZhichaoJ10,
author = {Zhichao Lian and
Meng Joo Er},
title = {An efficient illumination normalization method in a transformed domain},
booktitle = {{ICARCV}},
pages = {884--889},
publisher = {{IEEE}},
year = {2010}
}
@inproceedings{DBLP:conf/icassp/ShaoWL10,
author = {Ming Shao and
Yunhong Wang and
Xue Ling},
title = {A {BEMD} based normalization method for face recognition under variable
illuminations},
booktitle = {{ICASSP}},
pages = {1114--1117},
publisher = {{IEEE}},
year = {2010}
}
@inproceedings{DBLP:conf/interspeech/FujimotoWN10,
author = {Masakiyo Fujimoto and
Shinji Watanabe and
Tomohiro Nakatani},
title = {Voice activity detection using frame-wise model re-estimation method
based on Gaussian pruning with weight normalization},
booktitle = {{INTERSPEECH}},
pages = {3102--3105},
publisher = {{ISCA}},
year = {2010}
}
@inproceedings{DBLP:conf/soict/NguyenPT10,
author = {Thu{-}Trang Thi Nguyen and
Thanh Thi Pham and
Do{-}Dat Tran},
title = {A method for Vietnamese text normalization to improve the quality
of speech synthesis},
booktitle = {SoICT},
series = {{ACM} International Conference Proceeding Series},
volume = {449},
pages = {78--85},
publisher = {{ACM}},
year = {2010}
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author = {Reija Autio and
Sami Kilpinen and
Matti Saarela and
Olli{-}P. Kallioniemi and
Sampsa Hautaniemi and
Jaakko Astola},
title = {Comparison of Affymetrix data normalization methods using 6, 926 experiments
across five array generations},
journal = {{BMC} Bioinform.},
volume = {10},
number = {{S-1}},
year = {2009}
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author = {Enrico Glaab and
Jonathan M. Garibaldi and
Natalio Krasnogor},
title = {ArrayMining: a modular web-application for microarray analysis combining
ensemble and consensus methods with cross-study normalization},
journal = {{BMC} Bioinform.},
volume = {10},
pages = {358},
year = {2009}
}
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author = {Jung{-}Yong Park and
Jong{-}Hee Park},
title = {Event Normalization Methodology for Computer Game Environment Simulation},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {19},
number = {7},
pages = {913--932},
year = {2009}
}
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author = {Amir M. Tahmasebi and
Purang Abolmaesumi and
Zane Z. Zheng and
Kevin G. Munhall and
Ingrid S. Johnsrude},
title = {Reducing inter-subject anatomical variation: Effect of normalization
method on sensitivity of functional magnetic resonance imaging data
analysis in auditory cortex and the superior temporal region},
journal = {NeuroImage},
volume = {47},
number = {4},
pages = {1522--1531},
year = {2009}
}
@article{DBLP:journals/pr/SchenkLR09,
author = {Joachim Schenk and
Johannes Lenz and
Gerhard Rigoll},
title = {Novel script line identification method for script normalization and
feature extraction in on-line handwritten whiteboard note recognition},
journal = {Pattern Recognit.},
volume = {42},
number = {12},
pages = {3383--3393},
year = {2009}
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author = {Jinhui Pang and
Xian Zhao},
title = {Relative R-Impact Based on Normalization Method},
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volume = {58},
number = {2},
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@inproceedings{DBLP:conf/icb/BoomTSV09,
author = {Bas Boom and
Qian Tao and
Luuk J. Spreeuwers and
Raymond N. J. Veldhuis},
title = {Combining Illumination Normalization Methods for Better Face Recognition},
booktitle = {{ICB}},
series = {Lecture Notes in Computer Science},
volume = {5558},
pages = {404--413},
publisher = {Springer},
year = {2009}
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author = {Pavel V. Sevastjanov and
Pavel Bartosiewicz and
Kamil Tkacz},
title = {A New Method for Normalization of Interval Weights},
booktitle = {{PPAM} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {6068},
pages = {466--474},
publisher = {Springer},
year = {2009}
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author = {Md Sah Bin Hj Salam and
Dzulkifli Mohamad and
Sheikh Hussain Shaikh Salleh},
title = {Temporal Speech Normalization Methods Comparison in Speech Recognition
Using Neural Network},
booktitle = {SoCPaR},
pages = {442--447},
publisher = {{IEEE} Computer Society},
year = {2009}
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author = {Jean{-}Jacques Daudin},
title = {Methods in Microarray Normalization, Edited by Phillip Stafford},
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volume = {9},
number = {6},
pages = {545--546},
year = {2008}
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Fang{-}Han Hsu and
Yuan Jiang and
Mong{-}Hsun Tsai and
Pan{-}Chyr Yang and
Paul S. Meltzer and
Eric Y. Chuang and
Yidong Chen},
title = {A probe-density-based analysis method for array {CGH} data: simulation,
normalization and centralization},
journal = {Bioinform.},
volume = {24},
number = {16},
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year = {2008}
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author = {Hung{-}I Harry Chen and
Fang{-}Han Hsu and
Yuan Jiang and
Mong{-}Hsun Tsai and
Pan{-}Chyr Yang and
Paul S. Meltzer and
Eric Y. Chuang and
Yidong Chen},
title = {A probe-density-based analysis method for array {CGH} data: simulation,
normalization and centralization},
journal = {Bioinform.},
volume = {24},
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William J. Lemon and
Yu Shyr and
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title = {Use of normalization methods for analysis of microarrays containing
a high degree of gene effects},
journal = {{BMC} Bioinform.},
volume = {9},
year = {2008}
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Sujong Kim and
Changha Hwang and
Jae Won Lee},
title = {New normalization methods using support vector machine quantile regression
approach in microarray analysis},
journal = {Comput. Stat. Data Anal.},
volume = {52},
number = {8},
pages = {4104--4115},
year = {2008}
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author = {Edmundas Kazimieras Zavadskas and
Zenonas Turskis},
title = {A New Logarithmic Normalization Method in Games Theory},
journal = {Informatica},
volume = {19},
number = {2},
pages = {303--314},
year = {2008}
}
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author = {Wojciech Moczydlowski},
title = {Normalization of {IZF} with Replacement},
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volume = {4},
number = {2},
year = {2008}
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author = {Sergey Tulyakov and
Zhi Zhang and
Venu Govindaraju},
title = {Comparison of combination methods utilizing T-normalization and second
best score model},
booktitle = {{CVPR} Workshops},
pages = {1--5},
publisher = {{IEEE} Computer Society},
year = {2008}
}
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author = {Marcel Shirvanian and
Wolfram{-}Manfred Lippe},
title = {Optimization of the normalization of fuzzy relational databases by
using alternative methods of calculation for the Fuzzy Functional
Dependency},
booktitle = {{FUZZ-IEEE}},
pages = {15--20},
publisher = {{IEEE}},
year = {2008}
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@inproceedings{DBLP:conf/icic/AkdemirGY08,
author = {Bayram Akdemir and
Salih G{\"{u}}nes and
Sebnem Yosunkaya},
title = {New Data Pre-processing on Assessing of Obstructive Sleep Apnea Syndrome:
Line Based Normalization Method {(LBNM)}},
booktitle = {{ICIC} {(3)}},
series = {Communications in Computer and Information Science},
volume = {15},
pages = {185--191},
publisher = {Springer},
year = {2008}
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author = {Moonhwi Lee and
Cheong Hee Park},
title = {An efficient image normalization method for face recognition under
varying illuminations},
booktitle = {Multimedia Information Retrieval},
pages = {128--133},
publisher = {{ACM}},
year = {2008}
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author = {Jianqing Fan and
Yue Niu},
title = {Selection and validation of normalization methods for c-DNA microarrays
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volume = {23},
number = {18},
pages = {2391--2398},
year = {2007}
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author = {Laura K. Schnackenberg and
Jinchun Sun and
Parvaneh Espandiari and
Ricky D. Holland and
Joseph Hanig and
Richard D. Beger},
title = {Metabonomics evaluations of age-related changes in the urinary compositions
of male Sprague Dawley rats and effects of data normalization methods
on statistical and quantitative analysis},
journal = {{BMC} Bioinform.},
volume = {8},
number = {{S-7}},
year = {2007}
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author = {Marko Sysi{-}Aho and
Mikko Katajamaa and
Laxman Yetukuri and
Matej Oresic},
title = {Normalization method for metabolomics data using optimal selection
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journal = {{BMC} Bioinform.},
volume = {8},
year = {2007}
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author = {Robert Niese and
Ayoub Al{-}Hamadi and
Bernd Michaelis},
title = {A Novel Method for 3D Face Detection and Normalization},
journal = {J. Multim.},
volume = {2},
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pages = {1--12},
year = {2007}
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Dominik Stoffel and
Raik Brinkmann and
Wolfgang Kunz},
title = {A Normalization Method for Arithmetic Data-Path Verification},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {26},
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author = {Jared Fox and
Nik Brown},
title = {Sensitivity and Consistency of Affymetrix GeneChip Normalization Methods},
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pages = {1081--1086},
publisher = {{IEEE} Computer Society},
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author = {Eduardo Garea Llano and
Jos{\'{e}} Lu{\'{\i}}s Gil Rodr{\'{\i}}guez and
Sandro Vega},
title = {A Method for Segmentation of Local Illumination Variations and Photometric
Normalization in Face Images},
booktitle = {{CIARP}},
series = {Lecture Notes in Computer Science},
volume = {4756},
pages = {281--290},
publisher = {Springer},
year = {2007}
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author = {Vojtech Merunka and
Martin Molhanec},
title = {Object Normalization as Contribution to the area of Formal Methods
of Object-Oriented Database Design},
booktitle = {{SCSS} {(1)}},
pages = {300--304},
publisher = {Springer},
year = {2007}
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@inproceedings{DBLP:conf/dasfaa/SongTOK07,
author = {Jungsuk Song and
Hiroki Takakura and
Yasuo Okabe and
Yongjin Kwon},
title = {A Robust Feature Normalization Scheme and an Optimized Clustering
Method for Anomaly-Based Intrusion Detection System},
booktitle = {{DASFAA}},
series = {Lecture Notes in Computer Science},
volume = {4443},
pages = {140--151},
publisher = {Springer},
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author = {Young Kyung Park and
Joongkyu Kim},
title = {A New Methodology of Illumination Estimation/Normalization Based on
Adaptive Smoothing for Robust Face Recognition},
booktitle = {{ICIP} {(1)}},
pages = {149--152},
publisher = {{IEEE}},
year = {2007}
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author = {Catalin C. Barbacioru and
Yulei N. Wang and
Roger D. Canales and
Yongming A. Sun and
David N. Keys and
Frances Chan and
Karen A. Poulter and
Raymond R. Samaha},
title = {Effect of various normalization methods on Applied Biosystems expression
array system data},
journal = {{BMC} Bioinform.},
volume = {7},
pages = {533},
year = {2006}
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author = {Henrik Bengtsson and
Ola H{\"{o}}ssjer},
title = {Methodological study of affine transformations of gene expression
data with proposed robust non-parametric multi-dimensional normalization
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journal = {{BMC} Bioinform.},
volume = {7},
pages = {100},
year = {2006}
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author = {Andr{\'{e}} Fujita and
Jo{\~{a}}o Ricardo Sato and
Leonardo de Oliveira Rodrigues and
Carlos Eduardo Ferreira and
Mari Cleide Sogayar},
title = {Evaluating different methods of microarray data normalization},
journal = {{BMC} Bioinform.},
volume = {7},
pages = {469},
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author = {Sophie Lemoine and
Florence Combes and
Nicolas Servant and
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title = {Goulphar: rapid access and expertise for standard two-color microarray
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journal = {{BMC} Bioinform.},
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author = {Shengli Wu and
Fabio Crestani and
Yaxin Bi},
title = {Evaluating Score Normalization Methods in Data Fusion},
booktitle = {{AIRS}},
series = {Lecture Notes in Computer Science},
volume = {4182},
pages = {642--648},
publisher = {Springer},
year = {2006}
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Francisco Silva{-}Mata and
Eduardo Garea Llano and
Heydi Mendez Vazquez and
Mois{\'{e}}s Herrera},
title = {A Fast Method for Localization of Local Illumination Variations and
Photometric Normalization in Face Images},
booktitle = {{CIARP}},
series = {Lecture Notes in Computer Science},
volume = {4225},
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publisher = {Springer},
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Bu Cheon Min and
Joongkyu Kim},
title = {A New Method of Illumination Normalization for Robust Face Recognition},
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volume = {4225},
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Zdenek Struska and
Vojtech Merunka},
title = {Object Normalization as the Contribution to the Area of Formal Methods
of Object-Oriented Database Design},
booktitle = {{ICEIS} {(3)}},
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year = {2006}
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author = {Osmar Ab{\'{\i}}lio de Carvalho Jr. and
Renato Fontes Guimar{\~{a}}es and
Roberto Arnaldo Trancoso Gomes and
Ana Paula Ferreira de Carvalho and
Nilton C. da Silva},
title = {Normalization of Multi-Temporal Images Using a New Change Detection
Method Based on the Spectral Classifier},
booktitle = {{IGARSS}},
pages = {771--774},
publisher = {{IEEE}},
year = {2006}
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author = {Ching{-}Chun Huang and
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pages = {1023--1029},
year = {1990}
}
@inproceedings{DBLP:conf/icassp/HiroseFOM90,
author = {Keikichi Hirose and
Hiroya Fujisaki and
Sumio Ohno and
Haruhiko Mio},
title = {Spoken word recognition for multiple speakers based on path-limited
{DP} matching and a method for speaker normalization},
booktitle = {{ICASSP}},
pages = {605--608},
publisher = {{IEEE}},
year = {1990}
}
@article{DBLP:journals/tods/DiederichM88,
author = {Jim Diederich and
Jack Milton},
title = {New Methods and Fast Algorithms for Database Normalization},
journal = {{ACM} Trans. Database Syst.},
volume = {13},
number = {3},
pages = {339--365},
year = {1988}
}
@article{DBLP:journals/cacm/KrishnamurthyN67,
author = {E. V. Krishnamurthy and
Salil K. Nandi},
title = {On the normalization requirement of divisor in divide-and-correct
methods},
journal = {Commun. {ACM}},
volume = {10},
number = {12},
pages = {809--813},
year = {1967}
}
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