Autoencoder MCQ
1. Which technique shares similarities with autoencoders in terms of dimensionality reduction? a) Dropoutb) Batch Normalizationc) PCAd) Ensemble methods Answer: c) PCA Explanation: Principal Component … Read more
1. Which technique shares similarities with autoencoders in terms of dimensionality reduction? a) Dropoutb) Batch Normalizationc) PCAd) Ensemble methods Answer: c) PCA Explanation: Principal Component … Read more
1. What is the fundamental unit of computation in a neural network inspired by the human brain? a) Perceptronb) Neuronc) Noded) Synapse Answer: b) NeuronExplanation: … Read more
1. What is Swarm Intelligence? a) A type of artificial intelligence that mimics the behavior of swarms in natureb) A method of controlling insects using … Read more
1. What is the primary focus of Rough Set Theory? A) Fuzzy logicB) Approximate reasoningC) Bayesian inferenceD) Boolean algebra Answer: B) Approximate reasoning Explanation: Rough … Read more
1. What is the fundamental principle behind Genetic Algorithms (GAs)? a) Random mutationb) Natural selectionc) Artificial intelligenced) Stochastic optimization Answer: b) Natural selectionExplanation: Genetic Algorithms … Read more
1. What is a fuzzy set in fuzzy set theory? a) A set with crisp boundariesb) A set with elements having gradual degrees of membershipc) … Read more
1. What is Computational Intelligence? a) A field of study focused on human-computer interactionb) A branch of computer science dealing with algorithms inspired by biological … Read more
1. Which principle emphasizes the importance of clarity and comprehensiveness in software architecture documentation? a) Ambiguityb) Precisionc) Complexityd) Simplicity Answer: b) Precision Explanation: Precision ensures … Read more
1. What are the requirements typically considered for software architecture? a) Functional requirements onlyb) Non-functional requirements onlyc) Both functional and non-functional requirementsd) Technical requirements only … Read more
1. Which of the following is not a Software Architecture Description Language (ADL)?a) UMLb) Strutsc) AADLd) Wright Answer: b) StrutsExplanation: Struts is a framework for … Read more