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CS621 : Artificial Intelligence Pushpak Bhattacharyya CSE Dept., IIT Bombay Lecture 16 Description Logic
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Prepending -1 to the 0-class vector Xi and negating it, gives ... Weights in a ff NN. wmn is the weight of the connection from the nth neuron to the mth neuron ...
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... carried out, this can become an O(n2) process where n is the number ... AI, AI Magazine, IEEE Expert, Area Specific Journals e.g, Computational Linguistics ...
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Has been applied to computer vision for a long time. Recent applications in NLP. Machine Learning ... (ii) Study. Seminar (iii) Work. Assignments ...
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Interplay Between Two Equations. wk. No. of times the transitions si sj occurs in the string ... One run of Baum-Welch algorithm: string ababa. P(path) q. r. q ...
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... R.H.S of. assert P. Check if P exists. Resolution Refutation ... Done through Resolution Refutation. Club example: Inferencing. member(A) member(B) member(C) ...
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Fuzzy sets are named by Linguistic Variables (typically adjectives) ... d(C,farthest) = E(C) = 1. Definition. Cardinality of a fuzzy set ...
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XOR using 2 layers. Non-LS function expressed as a ... DISCUSSION ON LINEAR NEURONS. x2. x1 ... For (0,1), One class: For (1,0), One class: For (1,1) ...
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Change in species is due to change in genes over reproduction ... Reproduction is a processes of creating new chromosomes out of chromosomes in the population. ...
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Number of regions founded by n hyperplanes in d-dim passing ... Insula: Intuition & empathy. Anterior. Cingulate. Cortex: Anxiety. Hippocampus: Emotional memory ...
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A perceptron is a computing element with input lines having ... The process will terminate. The order of selection of xi for testing and wnext does not matter. ...
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Pure FF network (no jumping of connections ... Due to the Greedy nature of BP, it can get stuck in local minimum m and will ... Bumpiness and scaliness of skin ...
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In a process control situation, 'If the temperature is ... Distance between two fuzzy sets. L1 - norm. Let C = fuzzy set represented by the centre point ...
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Change weights, if found better (i.e. changed weights result in reduced error) ... a movement of the operating point in the wmn co-ordinate space will result in ...
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Deep Web consists of 91,000 terabytes of data whereas surface web contains ... is an implementation of a Web crawler uses human expertise or machine guidance ...
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Lecture 15: perceptron training contd; Proof of Convergence of PTA. Pushpak Bhattacharyya ... y = o if wixi ?. ?, w1. w2. wn. x1. x2. x3. xn. ?, w1. w2. w3 ...
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XY' X'Y. A popular universal data for testing learning algorithms: IRIS Data. Sepal Length ... Ex: Degree - 2 surfaces like parabola. Use layered network ...
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CS621: Artificial Intelligence. Lecture 11: Perceptrons capacity. Pushpak Bhattacharyya ... with input lines having associated weights and the cell having ...
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As opposed to interrogative statements (questions) or imperative statements (request, order) ... whose truth value is always T, whatever the assignment is ...
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Perhaps the most complex information processing machine in nature ... Forebrain (Cerebral Cortex): Language, maths, sensation, movement, cognition, emotion ...
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The Hierarchical Assembly in an automobile system. Motor System. Breaking System. Engine System. Transmission System. Electrical System. Cooling System. Cooling ...
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optimistically. 10 MIP processor. completely. saturates the bus! CS621 ?????????????????????? ... Wide variety of peripherals. Delivering different amounts of ...
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Where to Go Next. Outline. Announcements: Homework IV due Friday by 5, by e-mail ... Confidence!--you know a lot and you know where to look for what you don't know ...
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Where to Go Next. Outline. Announcements: Homework IV due Wed. 10/8 by 5, by e-mail ... What I haven't told you, & where to find out more. Course Evaluations. Homework ...
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Tic-Tac-Toe. e(p) = 6 - 5 = 1. Initial State: Board position of 3x3 matrix ... Game tree for Tic-Tac-Toe. Courtesy : Artificial Intelligence and Soft Computing. ...
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Laptop. Camera, DVD. C4. USB. Videosoft. MemoryCard. DVD-R, DVD-Rec. C3 ... Since the number of reviews of an object can be large, the goal was to produce ...
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Beginner's Brain Map. Forebrain (Cerebral Cortex): Language, maths, sensation, movement, cognition, ... Hindbrain: Control of breathing, heartbeat, blood circulation ...
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