KMK3093: CI Group Presentation by Yuvarani a/p Jagathesan @ jiwa (87109)

Yuvarani a/p Jagathesan @ jiwa (87109)

yuvaranij463 — 2025-06-12 10:04:18 UTC

Problems or Limitations faced ?

yuvaranij463 — 2025-06-12 10:05:59 UTC

Problems or Limitation faced ?

yuvaranij463 — 2025-06-12 10:07:55 UTC

ARMANSHA BIN SUMAN (83289)

2025-06-12 13:45:43 UTC

FIS1 : Student Profile

2025-06-12 14:27:32 UTC

For layer 1, we assess the student background to see the risk for mental health conditions that they might have for the next anxiety assessment in layer 2. These inputs are Age (3 MFs), CGPA (3 MFs) and Field of Study (3 MFs).

FIS2 : Anxiety Assessment

2025-06-12 14:40:36 UTC

For layer 2, we assess the level of anxiety that might influence the next layer. The inputs are Risks (from layer 1 with 3 MFs),

Panic (3 MFs), Sweating (2 MFs) and Nervousness (3 MFs)

Layout of the GA Global Optimization Task

yuvaranij463 — 2025-06-12 22:23:39 UTC

MaxCities = 100

yuvaranij463 — 2025-06-12 22:25:33 UTC

100 cities or stops identified from the Malaysia Map shapefile

Convergence Map for when MaxCities = 100

yuvaranij463 — 2025-06-12 22:27:07 UTC

MaxCities = 40

yuvaranij463 — 2025-06-12 22:29:46 UTC

40 cities or stops identified from the Malaysia Map shapefile

Convergence Map for when MaxCities = 40

yuvaranij463 — 2025-06-12 22:31:25 UTC

Design of the 3-layered FIS

yuvaranij463 — 2025-06-12 22:36:01 UTC

FIS 1 - Student Profile

FIS 2 - Anxiety

FIS 3 - Depression

Sample of 27 Rules for Student Profile

yuvaranij463 — 2025-06-12 22:39:13 UTC

Control Surface of Student Profile

yuvaranij463 — 2025-06-12 22:40:31 UTC

Rule Inferencing of Student Profile

yuvaranij463 — 2025-06-12 22:41:49 UTC

Sample of 54 Rules for Anxiety Assessment

yuvaranij463 — 2025-06-12 22:49:02 UTC

Control Surface for Anxiety Assessment

yuvaranij463 — 2025-06-12 22:52:25 UTC

Rule Inferencing of Anxiety Assessment

yuvaranij463 — 2025-06-12 22:54:10 UTC

FIS 3: Depression

yuvaranij463 — 2025-06-12 22:56:34 UTC

In the 3rd FIS Layer, its predicts if the students have depression or not. The inputs are Anxiety (from Layer 2 with 4 MFs), Frustration (3 MFs), Fatigue (3 MFs) and Suicidal Thoughts with (2 MFs)

Sample of 72 Rules for Depression

yuvaranij463 — 2025-06-12 22:59:10 UTC

Control Surface for Depression

yuvaranij463 — 2025-06-12 23:01:28 UTC

Rules Inferencing for Depression

yuvaranij463 — 2025-06-12 23:06:08 UTC

Darell Kueh Kah Ho (83594)

2025-06-13 00:18:15 UTC

Annabella Contesta anak Richard (83264)

2025-06-13 00:33:11 UTC

GUI with cases 1

armansha777 — 2025-06-20 16:24:39 UTC

Cases 1 Shows healthy lvl. The layer 1 and 2 is controlled at low point

GUI on case 2

armansha777 — 2025-06-20 16:26:06 UTC

High risk and warning shown, input in layer 1 and 2 is controlled by putting high value on the field