KI_field |
KI_subfield |
Wiki |
Wiki |
|
|
|
Autonomous Vehicles |
Self-Driving Cars |
wiki |
https://en.wikipedia.org/wiki/Self-driving_car |
|
Advanced Driver Assistance Systems (ADAS) |
wiki |
https://en.wikipedia.org/wiki/Advanced_driver-assistance_system |
|
Computer Vision for Autonomous Vehicles |
wiki |
https://en.wikipedia.org/wiki/Computer_vision |
|
|
------------------------------- |
|
|
Cognitive Computing |
Context-Aware AI |
wiki |
https://en.wikipedia.org/wiki/Context_awareness |
|
Emotion AI |
wiki |
https://en.wikipedia.org/wiki/Artificial_empathy |
|
|
------------------------------- |
|
|
Computer Vision |
Image Recognition |
wiki |
https://en.wikipedia.org/wiki/Computer_vision |
|
Facial Recognition |
wiki |
https://en.wikipedia.org/wiki/Facial_recognition_system |
|
Image Captioning |
wiki |
https://en.wikipedia.org/wiki/Automatic_image_annotation# |
|
Object Detection |
wiki |
https://en.wikipedia.org/wiki/Object_detection |
|
Image Segmentation |
wiki |
https://en.wikipedia.org/wiki/Image_segmentation |
|
|
------------------------------- |
|
|
Deep Learning |
Transformer Networks |
wiki |
https://en.wikipedia.org/wiki/Transformer_(machine_learning_model) |
|
Generative Adversarial Networks (GANs) |
wiki |
https://en.wikipedia.org/wiki/Generative_adversarial_network |
|
Recurrent Neural Networks (RNNs) |
wiki |
https://en.wikipedia.org/wiki/Recurrent_neural_network |
|
Convolutional Neural Networks (CNNs) |
wiki |
https://en.wikipedia.org/wiki/Convolutional_neural_network |
|
Artificial Neural Networks |
wiki |
https://en.wikipedia.org/wiki/Artificial_neural_network |
|
|
------------------------------- |
|
|
Expert Systems |
Rule-Based Systems |
wiki |
https://en.wikipedia.org/wiki/Rule-based_system |
|
Inference Engines |
wiki |
https://en.wikipedia.org/wiki/Inference_engine |
|
Knowledge-Based Systems |
wiki |
https://en.wikipedia.org/wiki/Knowledge-based_systems |
|
|
------------------------------- |
|
|
Game Playing AI |
Go AI |
wiki |
https://en.wikipedia.org/wiki/Computer_Go |
|
Video Game AI |
wiki |
https://en.wikipedia.org/wiki/Artificial_intelligence_in_video_games |
|
Chess AI |
wiki |
https://en.wikipedia.org/wiki/Computer_chess |
|
|
------------------------------- |
|
|
Knowledge Graphs |
Semantic Graphs |
wiki |
https://en.wikipedia.org/wiki/Knowledge_graph_embedding |
|
Graph-Based AI |
wiki |
https://en.wikipedia.org/wiki/Knowledge_graph |
|
|
------------------------------- |
|
|
Knowledge Representation and Reasoning |
Semantic Web |
wiki |
https://en.wikipedia.org/wiki/Semantic_Web |
|
First-Order Logic |
wiki |
https://en.wikipedia.org/wiki/First-order_logic |
|
Ontologies |
wiki |
https://en.wikipedia.org/wiki/Knowledge_representation_and_reasoning |
|
|
------------------------------- |
|
|
Machine Learning |
Ensemble Learning |
wiki |
https://en.wikipedia.org/wiki/Ensemble_learning |
|
Transfer Learning |
wiki |
https://en.wikipedia.org/wiki/Transformer_(machine_learning_model) |
|
Semi-Supervised Learning |
wiki |
https://en.wikipedia.org/wiki/Weak_supervision |
|
Reinforcement Learning |
wiki |
https://en.wikipedia.org/wiki/Deep_reinforcement_learning |
|
Unsupervised Learning |
wiki |
https://en.wikipedia.org/wiki/Unsupervised_learning |
|
Supervised Learning |
wiki |
https://en.wikipedia.org/wiki/Supervised_learning |
|
|
------------------------------- |
|
|
Natural Language Processing (NLP) |
Question-Answering Systems |
wiki |
https://en.wikipedia.org/wiki/Natural-language_understanding |
|
Text Classification |
wiki |
https://en.wikipedia.org/wiki/Natural_language_processing |
|
Named Entity Recognition (NER) |
wiki |
https://en.wikipedia.org/wiki/Named-entity_recognition |
|
Sentiment Analysis |
wiki |
https://en.wikipedia.org/wiki/Sentiment_analysis |
|
Language Translation |
wiki |
https://en.wikipedia.org/wiki/Outline_of_natural_language_processing |
|
Text Generation |
wiki |
https://en.wikipedia.org/wiki/Natural_language_generation |
|
|
------------------------------- |
|
|
Recommender Systems |
Hybrid Approaches |
wiki |
https://en.wikipedia.org/wiki/Matrix_factorization_(recommender_systems) |
|
Content-Based Filtering |
wiki |
https://en.wikipedia.org/wiki/Cold_start_(recommender_systems) |
|
Collaborative Filtering |
wiki |
https://en.wikipedia.org/wiki/Collaborative_filtering |
|
|
------------------------------- |
|
|
Robotics |
Robotic Process Automation (RPA) |
wiki |
https://en.wikipedia.org/wiki/Robotic_process_automation |
|
Human-Robot Interaction (HRI) |
wiki |
https://en.wikipedia.org/wiki/Human%E2%80%93robot_interaction |
|
Reinforcement Learning for Robotics |
wiki |
https://en.wikipedia.org/wiki/Reinforcement_learning |
|
Autonomous Robots |
wiki |
https://en.wikipedia.org/wiki/Autonomous_robot |
|
|
------------------------------- |
|
|
Speech Recognition |
Speech Synthesis (Text-to-Speech) |
wiki |
https://en.wikipedia.org/wiki/Deep_learning_speech_synthesis |
|
Automatic Speech Recognition (ASR) |
wiki |
https://en.wikipedia.org/wiki/Speech_recognition |
|
Speech-to-Text Conversion |
wiki |
https://en.wikipedia.org/wiki/Speech_recognition |
|
|
------------------------------- |
|
|
Swarm Intelligence |
Particle Swarm Optimization |
wiki |
https://en.wikipedia.org/wiki/Particle_swarm_optimization |
|
Ant Colony Optimization |
wiki |
https://en.wikipedia.org/wiki/Ant_colony_optimization_algorithms |
|
|
------------------------------- |
|
|
Virtual Agents and Chatbots |
Chatbot Development |
wiki |
https://en.wikipedia.org/wiki/Chatbot |
|
Dialogue Systems |
wiki |
https://en.wikipedia.org/wiki/Dialogue_system |
|
Conversational Agents |
wiki |
https://en.wikipedia.org/wiki/Dialogue_system |
|
|
|
|
|
|