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A

Andrei V. Konstantinov

Peter the Great St. Petersburg Polytechnic University

11H指数
180论文数
409被引数
收录论文 17
发表时间
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A Novel Gradient-Based Method for Decision Trees Optimizing Arbitrary Differential Loss Functions基于梯度的决策树优化任意微分损失函数的新方法
errMathematics
IF2.2
err2026-04-20
err0
errOAAI
errKonstantinov, Andrei; Utkin, Lev; Muliukha, Vladimir
err分享
err收藏
Regression Analysis Under Interval-Valued Targets as an Imprecise Classification Problem区间值目标下的回归分析作为模糊分类问题
errAlgorithms
IF2.1
err2026-02-24
err1
errOAAI
errUtkin, Lev; Kogan, Stanislav; Konstantinov, Andrei; Muliukha, Vladimir
err分享
err收藏
Survival Analysis as Imprecise Classification with Trainable Kernels生存分析作为具有可训练核的不精确分类
errMATHEMATICS
IF2.2
err2025-09-21
err0
errOAAI
errKonstantinov, Andrei; Utkin, Lev; Efremenko, Vlada; Muliukha, Vladimir; Lukashin, Alexey; Verbova, Natalya
err分享
err收藏
Dual feature-based and example-based explanation methods基于特征和基于实例的双重解释方法
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2025-02-10
err0
errOAAI
errKonstantinov, Andrei; Kozlov, Boris; Kirpichenko, Stanislav; Utkin, Lev; Muliukha, Vladimir
err分享
err收藏
SurvBeNIM: The Beran-Based Neural Importance Model for Explaining Survival Models
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errUtkin, Lev V.; Eremenko, Danila Y.; Konstantinov, Andrei V.; Muliukha, Vladimir A.
err分享
err收藏
SurvBeX: an explanation method of the machine learning survival models based on the Beran estimator
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2024-09-26
err1
PREAI
errUtkin, Lev V.; Eremenko, Danila Y.; Konstantinov, Andrei V.
err分享
err收藏
LARF: Two-Level Attention-Based Random Forests with a Mixture of Contamination Models
errINFORMATICS-BASEL
IF2.8
err2023-04-28
err0
errOAAI
errKonstantinov, Andrei; Utkin, Lev; Muliukha, Vladimir
err分享
err收藏
Attention-based random forest and contamination model
errNEURAL NETWORKS
IF6.3
err2022-10-01
err13
errOAAI
errUtkin, Lev, V; Konstantinov, Andrei, V
err分享
err收藏
Attention-like feature explanation for tabular data表格数据的类似注意的特征解释
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2022-08-02
err1
PREAI
errKonstantinov, Andrei, V; Utkin, Lev, V
err分享
err收藏
SurvNAM: The machine learning survival model explanation
errNEURAL NETWORKS
IF6.3
err2022-03-01
err14
errOAAI
errUtkin, Lev, V; Satyukov, Egor D.; Konstantinov, Andrei, V
err分享
err收藏
Counterfactual Explanation of Machine Learning Survival Models机器学习生存模型的反事实解释
errInformatica
IF2.8
err2021-12-09
err12
errOAAI
errKovalev, Maxim; Utkin, Lev; Coolen, Frank; Konstantinov, Andrei
err分享
err收藏
Interpretable machine learning with an ensemble of gradient boosting machines具有梯度增强机器集合的可解释机器学习
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-06-01
err100
errOAAI
errKonstantinov, Andrei, V; Utkin, Lev, V
err分享
err收藏
Uncertainty Interpretation of the Machine Learning Survival Model Predictions
errIEEE ACCESS
IF3.6
err2021-01-01
err1
errOAAI
errUtkin, Lev, V; Zaborovsky, Vladimir S.; Kovalev, Maxim S.; Konstantinov, Andrei, V; Politaeva, Natalia A.; Lukashin, Alexey A.
err分享
err收藏
A weighted random survival forest
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-08-01
err27
errOAAI
errUtkin, Lev V.; Konstantinov, Andrei V.; Chukanov, Viacheslav S.; Kots, Mikhail V.; Ryabinin, Mikhail A.; Meldo, Anna A.
err分享
err收藏
Deep Forest as a framework for a new class of machine-learning models
errNATIONAL SCIENCE REVIEW
IF17.1
err2018-12-05
err9
errOAAI
errUtkin, Lev V.; Meldo, Anna A.; Konstantinov, Andrei V.
err分享
err收藏
Time-resolved generation of a membrane potential by ba3 cytochrome c oxidase from Thermus thermophilus -: Evidence for reduction-induced opening of the binuclear center
errFEBS LETTERS
IF3
err1999-08-30
err29
PREAI
errSiletskiy, S; Soulimane, T; Azarkina, N; Vygodina, TV; Buse, G; Kaulen, A; Konstantinov, A
err分享
err收藏
BLOOD VESSELS OF SCALP IN PATIENTS WITH ALOPECIA AREATA BEFORE AND AFTER CORTICOSTEROID THERAPY
errBRITISH JOURNAL OF DERMATOLOGY
IF9.6
err1968-11-01
err15
PREAI
errPOPCHRISTOV, P; KONSTANTINOV, A; OBRESHKOVA, E
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
T
Tewfik Soulimane
H 指数: 36 · 论文数: 191
F
Frank P. A. Coolen
H 指数: 34 · 论文数: 289
L
Lev V. Utkin
H 指数: 24 · 论文数: 268
A
Andrey D. Kaulen
H 指数: 24 · 论文数: 67
T
Tatiana V. Vygodina
H 指数: 22 · 论文数: 69
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