Bijlage 2. Zoektermenmodellen

B2.1.1 Grote woordenlijsten zoektermenmodel

' ai ','  ml ','machine learning','artificial intelligence', 'boosting', 'decision tree', 'random forest', 'neural network','deep learning','cluster analysis', 'speech recognition','computer vision','k-means','nearest neighbour','object recognition', 'pybrain', 'word2vec', 'robotics', 'robotica', 'kunstmatige intelligentie', 'adoptive boosting', 'facial recognition', 'decision tree', 'random forest', 'ant colony', 'classification model', 'fuzzy c', 'fuzzy logic', 'image classification', 'logitboost', ' svm ', 'machine vision', 'sentiment analysis', 'support vector machine', 'mlpy', 'tensorflow', 'virtual agents', 'xgboost', 'large language model', 'autonomous vehicle', 'unsupervised learning', 'supervised learning', 'object recognition', 'chatbot', 'word2vec', 'xgboost', 'prompting', 'gezichtsherkenning', 'sentiment analyse', 'spraakherkenning', ' llm ', 'text generation', 'image generation', 'generative pre-trained transformers', 'dall-e', 'chat-gpt', 'neuraal netwerk', 'neurale netwerken', 'cognitive computing', 'forward propagation', 'backward propagation', 'rlhf', 'ongecontroleerd leren', 'reinforcement learning', 'transfer learning', 'generative adversarial networks', 'hyperparameter tuning',  'transformer model', 'long short term memory', 'pytorch', 'keras', 'scikit', 'gradient boosting', ' xai ', ' roc ', ' auc ', 'shapley value', 'spraakherkenning', 'autonomous system', 'anomaly detection'

B2.1.2 Geselecteerde woordenlijsten zoektermenmodel

'machine vision’, ’sentiment analysis', 'dall-e', 'xgboost', 'large language model', 'computer vision', 'mlpy', 'pytorch', 'xgboost', 'tensorflow', 'decision tree', 'forward propagation', 'object recognition', 'backward propagation', 'adoptive boosting', 'scikit', 'boosting', 'artificial intelligence', ' llm ', 'shapley value', 'rlhf', 'k-means', 'generative pre-trained transformers', 'cluster analysis', 'logitboost', 'virtual agents', 'image generation', 'unsupervised learning', 'prompting', ' ai ', 'machine learning', 'transfer learning', 'gezichtsherkenning', 'ant colony', 'chat-gpt', 'word2vec', 'deep learning'

Minimum vereiste aantal woorden: 2

B2.2.1 Woordenlijst TNO zoektermenmodel

"cloud" "machine learning" "artificial intelligence" "AI" "big data" "automation" "algorithm" "decision support" "robot" "statistics" "deep learning" "Quantum Information" "learning algorithm" "virtual reality" "augmented reality" "actuator" "computer vision" "drone" "data mining" "natural language" "neural network" "data science" "predictive model" "image processing" "image analysis" "waveguides" "AI-based" "natural language processing" "Quantum Information Processing" "digital platform" "Virtualization" "autonomous driving" "pattern recognition" "reinforcement learning" "data platform" "heterogeneous data" "neuromorphic computing" "unsupervised" "machine translation" "Machine Vision" "human-robot interaction" "training data" "virtualisation" "Mixed Reality" "Visual Analytics" "AI algorithm" "automated vehicles" "Data Centre" "speech recognition" "predictive analytics" "distributed computing" "human-computer interaction" "Text Analysis" "human-machine interaction" "AI systems" "analytics platform" "image recognition" "platform as a service" "anomaly detection" "object recognition" "cognitive computing" "intelligent control" "speech processing" "computational linguistics" "unmanned aerial vehicle" "deep neural network" "pattern analysis" "extended reality" "voice recognition" "autonomous vehicle" "machine intelligence" "supervised learning" "text mining" "virtual environment" "cognitive systems" "Collaborative robots" "sentiment analysis" "AI powered" "Humanoid Robot" "multi-objective optimisation" "Natural language understanding" "Quantum Algorithms" "recognition technology" "AI solutions" "data ecosystem" "feature extraction" "radiomics" "robot system" "data availability " "Distributed Algorithms" "public cloud" "Supervised Machine Learning" "trustworthy ai" "Visual analysis" "automated reasoning" "computational intelligence" "constraint satisfaction" "gesture recognition" "Hadoop" "markovian" "Mobile Robotics" "multi-agent systems" "remotely monitor" "smart wearable" "Bayesian modelling" "causal models" "cognitive system" "connected and automated mobility" "data discovery" "data service" "data stewardship" "dirichlet" "edtech" "explainability" "intelligence software" "intelligent transport system" "nanorobots" "Probabilistic reasoning" "Robotic Surgery" "social robot" "Spiking Neural Networks" "collaborative robot" "connected objects" "convolutional neural network" "Data accuracy" "federated cloud" "generative model" "genetic algorithm" "industrial robot " "logistic regression" "machine learning platform" "semantic analysis" "smart health" "virtual agents" "artificial neural network" "Cloud Model" "cobot" "Context awareness" "Data confidentiality" "data lake" "Expert systems" "intelligent control system" "latent variable" "machine learning framework" "MapReduce" "medical robotics" "natural language generation" "networked devices" "probabilistic model" "Process Mining" "quantum algorithm" "Recommender Systems" "Recurrent Neural Networks" "semi-supervised" "Service Robot" "smart readiness" "Unsupervised Machine Learning" "Virtual Machine" "visual recognition" "action recognition" "autonomous transportation" "Cognitive Robotics" "data classification" "data cleaning" "data consistency" "Data spaces" "decision tree" "evolutionary computation" "gaussian process" "lstm" "recommender system" "recurrent neural network" "Speaker recognition" "speech synthesis" "TensorFlow" "unsupervised learning" "VR content" "ai application" "Ambient Intelligence" "automated machine learning" "automatic classification" "automatic recognition" "Autonomous decision making" "data-driven AI" "digital image processing" "digital intelligence" "Distributed AI" "intelligent agent" "knowledge representation and reasoning" "Multi-robot Systems" "Opinion Mining" "Probabilistic graphical models" "probabilistic learning" "Random Forests" "Robotic Cell" "semantic segmentation" "service robot " "Simultaneous Localization and Mapping" "swarm intelligence" "Swarm Robotics" "unmanned aerial system" "VR headset" "adversarial machine learning" "ai on demand" "AR content" "Augmented Reality Platform" "automated decision-making" "autonomous machine" "Bogoliubov Theory" "case-based reasoning" "Character recognition" "Efficient deep learning" "federated ai" "fuzzy logic" "Lexical Acquisition" "link prediction" "ML based" "motion recognition " "multi-agent system" "real-time data analytics" "semi-supervised learning" "surgical robots" "svm" "unmanned vehicle" "adopting AI" "ai ethics" "AI-based system" "Anthropomorphic Robot" "artificial general intelligence" "Autoencoder" "Backpropagation" "Bayesian optimisation" "Classification and regression trees" "cluster analysis" "common-sense reasoning" "data-driven AI methods" "drone systems" "Embedded AI" "ethics of ai" "evolutionary algorithm" "fuzzy set" "gradient boosting" "gradient descent" "Keras" "k-means" "Latent representations" "latent semantic analysis" "latent variable model" "long short term memory" "machine learning library" "metaheuristic optimisation" "multi-task learning" "narrow artificial intelligence" "predictive data analytics" "q-learning" "recursive neural network" "robotics and autonomous systems " "Rule learning" "self-driving car" "self-learning systems" "statistical relational learning" "stochastic gradient" "stochastic gradient descent" "stochastic optimisation" "support vector machine" "transparent ai" "variational inference" "vector machine" "VR head-mounted display" "weka" "Turing Test" "weak artificial intelligence" "Adaboost" "adversarial network" "ai assisted decision making" "ai benchmark" "AI bot" "AI ChatBot" "ai competition" "ai ethic" "AI KIBIT" "ai marketplace" "AI planning and search" "ai software toolkit" "AI solution" "AI system" "AI-based software testing" "AI-dedicated hardware" "ai-driven manufacturing" "AI-driven solution" "air-drone" "analysis/opinion mining" "Ant Colony Optimization" "ANTLR" "Apriori Algorithm" "AR UI/UX design" "asset information modelling (aim)" "automated vehicle" "Automatic Image Annotation" "Automatic Speech Recognition (ASR)" "autonomous agent system" "Autonomous analytic" "Back-propagation Neural Network" "Bam Neural Network" "bayesian network" "Boltzmann Machine" "Bose-einstein Distribution" "Bp Neural Network" "bricklaying robot" "building information model (bim)" "Caffe Deep Learning Framework" "caffee deep learning framework" "Chinese Room Argument" "Classification and regression tree" "cluster analysi" "Cognitive Robotic" "Cohen-grossberg Neural Network" "computational linguistic" "conditional random field" "connected and automated vehicles (cavs)" "conversation model" "data-driven AI method" "decision analytic" "deep belief network" "deep leadning4j" "Deeplearning4j" "defuzzification" "Delayed Neural Network" "delivery robots (ground drones)" "differential evolution algorithm" "Distributed Algorithm" "Distributed Data Mining" "driverless vehicle" "drone system" "Educational Robot" "Elman Neural Network" "evolutionary robotic" "expert system semantic web" "Extreme Learning Machine" "factorisation machine" "fair AI" "firefly algorithm" "Frequent Pattern Mining" "fully-immersive reality" "fuzzy c" "fuzzy environment" "fuzzy number" "fuzzy system" "fuzzyfication" "gaussian mixture model" "gaussian proces" "generative adversarial network" "Genetics-based Machine Learning" "Geospatial data analytic" "gradient tree boosting" "H2O.ai" "hidden Markov model" "high risk ai" "human alignment with AI" "human-agent interaction" "human-ai interaction" "human-centred AI" "Hybrid AI" "Hybrid AI system" "Image Annotation" "immersive device" "inductive logic programming" "inductive programming" "instance based learning" "Instance-based learning" "IPSoft Amelia" "Ithink" "K mean" "Kernel learning" "kernel method" "k-mean" "k-nearest" "k-nn" "Large scale AI model" "latent dirichlet allocaiton" "latent dirichlet allocation" "latent semantic analysi" "latent semnatic analysi" "Lexalytic" "Libsvm" "Logic programming" "Logic programming (General)" "Logical and relational learning" "low risk ai" "Machine learning (General)" "Machine Translation (MT)" "Machine-Reasoning" "Madlib" "Mahout" "MARF" "matrix factorisation" "maximum a posteriori model" "maximum entropy model" "maximum likelihood model" "memetic algorithm" "ML-driven solution" "MLPACK (C++ library)" "Mlpy" "Modular Audio Recognition Framework" "MoSes" "multi layer perceptron" "multi-layer perceptron" "multi-objective evolutionary algorithm" "MXNet" "natural gradient" "Natural language interpretation" "Natural Language Toolkit (NLTK)" "ND4J" "ND4J (software)" "Nearest Neighbor Algorithm" "nearest neighbour algorithm" "negotiation algorithm" "neural net" "neural turing" "non negative matrix factorisation" "norm-aware AI" "norm-aware AI system" "OpenCV" "OpenNLP" "pattern analysi" "Pattern Mining" "patterns recognition" "policy gradient method" "predictive analytic" "predictive data analytic" "Privacy Preserving Data Mining" "Probabilistic graphical model" "Probabilistic Neural Network" "Pulse Coupled Neural Network" "Pybrain" "Q learning" "Qualitative Spatial Reasoning" "Radial Basis Function Neural Network" "radiomic" "random forest" "rankboost" "real-time data analytic" "recurrent/time-dependent neural network" "robo-adviser" "SDSCM" "self-driving vehicle" "self-learning system" "Semantic Driven Subtractive Clustering Method" "sentiment analysi" "Sentiment Analysis / Opinion Mining" "sewbot" "societally acceptable forms of ai" "societally acceptable forms of automated decision-making" "societally unacceptable forms of ai" "societally unacceptable forms of automated decision-making" "speeck recognition" "Spiking Neural Network" "statistica data miner" "Stochastic Neural Network" "stockbot" "strong artificial intelligence" "Supervised Learning (Machine Learning)" "Support Vector Machines (SVM)" "surgical robot" "swarm behavior" "Swarm Robotic" "Symbolic reasoning" "tensor processing unit" "Text to Speech (TTS)" "Torch (Machine Learning)" "transparent automated decision making" "transparent hybrid decision making" "trustworthy AI system" "trustworthy hybrid decision-making" "Turingtest" "uncertainty in artificial intelligence" "un-manned monitoring" "virtual agent" "virtual reality gaming" "Visual analysi" "Visual Analytic" "Vowpal" "vowpal wabbit" "VR UI/UX design" "Wabbit" "Wavelet Neural Network" "Word2Vec" "xgboost" "Gpgpu" "network intelligence" "robotic process automation" "automated valet parking" "Description logics" "driverless vehicles" "Evolutionary Robotics" "Geospatial data analytics" "machine to machine communication" "Multipurpose Robots" "music information retrieval" "random field" "sparse representation" "speaker identification" "spectral clustering" "Speech-to-speech" "text classification" "virtual assistant" "decision model" "advanced computer visualization" "distributed data analysi" "harvest robot" "hospital robot" "image analysi" "implanted/wearable medical device" "Interactive Narrative" "language technologie" "Latent representation" "medical robotic" "Metaverse" "Mobile Robotic" "multi-label classification" "Multipurpose Robot" "Multi-robot System" "nanorobot" "Neuroevolution" "rehabilitation robotic" "Reversible Logic" "robot framework" "Robot Programming" "robotic" "Robotic Surgical Procedure" "robotics and automated machinery" "robotized assemblie" "robot-powered" "scene understanding and Vidion for robotic" "self-driving heavy machinery" "semantic analysi" "semantic analytic" "Sentiment Classification" "Speech processing, including:" "speech synthesi" "Text Analysi"

B2.2.2. ISCO lijst TNO zoektermenmodel

2512, Softwareontwikkelaars
212, "Wiskundigen, actuarissen en statistici"
2519, "Software- en applicatieontwikkelaars en -analisten, niet elders geclassificeerd"
2521, Ontwerpers en beheerders van databanken
2120, "Wiskundigen, actuarissen en statistici"
2529, "Databank- en netwerkspecialisten, niet elders geclassificeerd"