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计算方法论(computing methodologies) (人工智能(artificial intelligence)…
计算方法论(computing methodologies)
并行计算方法论(parallel computing methodologies)
并行算法(parallel algorithms)
MapReduce 算法
自组织(self-organization)
共享内存算法(shared memory algorithms)
向量/流算法(vector / streaming algorithms)
大规模并行算法(massively parallel algorithms)
并行编程语言(parallel programming languages)
机器学习(machine learning)
学习范式(learning paradigms)
监督学习(supervised learning)
排名(ranking)
学习排名(learning to rank)
分类监督学习(supervised learning by classification)
回归监督学习(supervised learning by regression)
结构化输出(structured outputs)
成本敏感型学习(cost-sensitive learning)
无监督学习(unsupervised learning)
聚类分析(cluster analysis)
异常检测(anomaly detection)
混合建模(mixture modeling)
主题建模(topic modeling)
源分离(source separation)
主题发现(motif discovery)
降维与流形学习(dimensionality reduction and manifold learning)
强化学习(reinforcement learning)
顺序决策(sequential decision making)
逆向强化学习(inverse reinforcement learning)
学徒式学习(apprenticeship learning)
多主体强化学习(multi-agent reinforcement learning)
对抗学习(adversarial learning)
多任务学习(multi-task learning)
迁移学习(transfer learning)
终身机器学习(lifelong machine learning)
协变移位学习(learning under covariate shift)
学习设定(learning settings)
批量学习(batch learning)
在线学习设定(online learning settings)
从示范中学习(learning from demonstrations)
从批评中学习(learning from critiques)
从隐式反馈中学习(learning from implicit feedback)
主动学习设定(active learning settings)
半监督学习设定(semi-supervised learning settings)
机器学习方法(machine learning approaches)
分类与回归树(classification and regression trees)
核方法(kernal methods)
支持向量机(support vector machine)
高斯过程(gaussian processes)
神经网络(neural networks)
逻辑与关系学习(logic and relational learning)
归纳逻辑学习(inductive logic learning)
统计关系学习(statistical relational learning)
概率图模型学习(learning in probabilistic graphical models)
最大似然建模(maximum likelihood modeling)
最大熵建模(maximum entropy modeling)
最大后验建模(maximum a posteriori modeling)
混合模型(mixture models)
潜在变量模型(latent variable models)
贝叶斯网络模型(bayesian network models)
人工智能(artificial intelligence)
自然语言处理(natural language processing)
信息提取(information extraction)
机器翻译(machine translation)
话语、对话和语用学(discourse, dialogue and pragmatics)
自然语言生成(natural language generation)
语音识别(speech recognition)
词汇语义学(lexical sematics)
音韵学/形态学(phonology / morphology)
语言资源(language resources)
知识表示与推理(knowledge representation and reasoning)
叙述逻辑(description logics)
语义网络(semantic networks)
非单调、缺省推理和信念修正(nonmonotonice, default reasoning and belief revision)
概率推理(probabilistic reasoning)
模糊性和模糊逻辑(vagueness and fuzzy logic)
因果推理与诊断(causal reasoning and diagnostics)
时态推理(temporal reasoning)
认知机器人学(cognitive robotics)
知识本体论工程学(ontology engineering)
逻辑编程与答案集编程(logic programming and answer set programming)
空间与物理推理(spatial and physical reasoning)
关于信仰与知识的推理(reasoning about belief and knowledge)
规划与安排(planning and scheduling)
规划确定性动作(planning for deterministic acitons)
不确定性下的规划(planning under uncertainty)
多主体规划(multi-agent planning)
抽象规划与概括规划(planning with abstraction and generalization)
机器人规划(robotic planning)
进化机器人学(evolutionary robotics)
搜索方法论(search methodologyies)
启发式函数构造(heuristic function construction)
离散空间搜索(discrete space search)
连续空间搜索(continuous space search)
随机化搜索(randomized search)
博弈树搜索(game tree search)
抽象与微操作符(abstraction and micro-operators)
局部观测搜索(search with partial observation)
控制方法(control methods)
计算型控制原理(computational control theory)
运动路径规划(motion path planning)
机器人规划(robotic planning)
进化机器人学(evolutionary robotics)
人工智能的哲学/理论基础(philosophical / theoretical foundations of artificial intelligence)
认知科学(cognitive science)
心智理论(theory of mind)
分布式人工智能(distributed artificial intelligence)
多智能体系统(multi-agent systems)
智能代理(intelligent agents)
移动代理(mobile agents)
合作与协调(cooperation and coordination)
计算机视觉(computer vision)
计算机视觉任务(computer vision tasks)
生物特征识别(biometrics)
场景理解(scene understanding)
活动识别与理解(activity recognition and understanding)
视频摘要(video summarization)
基于视觉内容的索引与检索(visual content-based indexing and retrieval)
视觉检测(visual inspection)
机器人视觉(vision for robotics)
场景异常检测(scene anomaly detection)
图像和视频采集(image and video acquisition)
照相机校准(camera calibration)
极线几何(epipolar geometry)
计算摄影学(computational photography)
高光谱成像(hyperspectral imaging)
动作捕捉(motion capture)
3D成像(3D imaging)
主动视觉(active vision)
计算机视觉表示(computer vision representation)
图像表示(image representation)
形状表示(shape representation)
外观与纹理表示(appearance and texture representations)
分级表示(hierarchical representations)
计算机视觉问题(computer vision problems)
兴趣点与显著区域检测(interest point and salient region detection)
图像分割(image segmentation)
视频分割(video segmentation)
形状推断(shape inference)
对象检测(objection detection)
对象辨识(object recognition)
对象身份识别(object identification)
追踪(tracking)
重建(reconstruction)
匹配(matching)
符号和代数运算(symbolic and algebraic manipulation)
字符与代数算法(symbolic and algeraic algorithms)
组合算法(combinatorial algorithms)
代数算法(algebraic algorithms)
符号演算算法(symbolic calculus algorithms)
精确算术算法(exact arithmetic algorithms)
混合符号数字方法(hybrid symbolic-numeric methods)
离散积分算法(discrete calculus algorithms)
数论算法(number theory algorithms)
方程与不等式求解算法(equation and inequality solving algorithms)
线性代数算法(linear algebraic algorithms)
定理证明算法(theorem proving algorithms)
布尔代数方法(boolean algrebraic algorithms)
优化算法(optimization algorithms)
非代数算法(nonalgebraic algorithms)
计算机代数系统(computer algebra systems)
专用代数系统(special-purpose algebraic systems)
数学对象表示(representation of mathematical objects)
精确数字表示(representation of exact numbers)
数学函数表示(representation of mathematical functions)
布尔函数表示(representation of boolean functions)
多项式表示(representation of polynomials)
分布式计算方法学(distributed computing methodologies)
分布式算法(distributed algorithms)
MapReduce 算法
自组织(self-organization)
分布式编程语言(distributed programming languages)
并发计算方法论(concurrent computing methodologies)
并发编程语言(concurrent programming languages)
并发算法(concurrent algorithms)
建模与仿真(modeling and simulation)
模型开发与分析(model development and analysis)
建模方法论(modeling methodologies)
模型核查与验证(model verification and validation)
不确定性量化(uncertainty quantification)
仿真理论(simulation theory)
系统理论(systems theory)
网络科学(network science)
仿真类型与技术(simulation types and techniques)
不确定性量化(uncertainty quantification)
量子力学模拟(quantum machanic simulation)
分子模拟(molecular simulation)
罕见事件模拟(rare-event simulation)
离散事件模拟(discrete-event simulation)
代理/离散模型(agent / discrete models)
分布式模拟(distributed simulation)
连续性模拟(continuous simulation)
连续性模型(continuous models)
实时模拟(real-time simulation)
交互式模拟(interactive simulation)
多尺度系统(multiscale systems)
大规模并行与高性能模拟(massively parallel and high-performance simulations)
数据同化(data assimilation)
科学可视化(scientific visualization)
视觉分析(visual analytics)
动画模拟(simulation by animation)
人工生命(artificial life)
模拟支撑系统(simulation support systems)
模拟环境(simulation environments)
模拟语言(simulation languages)
模拟工具(simulation tools)
模拟评估(simulation evaluation)
计算机图形学(computer graphics)
动画(animation)
动作捕捉(motion capture)
过程动画(procedural animation)
物理模拟(physical simulation)
动作处理(motion processing)
碰撞检测(collision detection)
渲染(rendering)
栅格化(rasterization)
光线追踪(ray tracing)
非真实感渲染(non-photorealistic rendering)
反射率建模(reflectance models)
可视度(visibility)
图像操控(image manipulation)
计算摄影(computational photography)
图像处理(image processing)
纹理化(texturing)
基于图像的渲染(image-based rendering)
抗锯齿(antialiasing)
图形化系统与界面(graphics systems and interfaces)
图形处理器(graphics processors)
图形输入设备(graphics input devices)
混合/增强现实(mixed/augmented reality)
感知(perception)
图形文件格式(graphics file formats)
虚拟现实(virtual reality)
图像压缩(image compression)
形状建模(shape modeling)
网格模型(mesh models)
网格几何模型(mesh geometry models)
参数曲线和曲面模型(parametric curve and surface models)
点基模型(point-based models)
体积模型(volumetric models)
形状分析(shape analysis)