Systems Analysis Wiki Catalog (Tagalog)

Systems Analysis Wiki ay nagsisilbing mapagkukunan ng impormasyon at sanggunian para sa mga mananaliksik, estudyante at mga propesyonal sa iba't ibang larangan.

Mahalaga! Sa kasalukuyan, ang Systems Analysis Wiki ay nasa eksperimental na mode at patuloy na nililikha. Inirerekomenda na makilala ito.

Sistemang Pamamaraan

• Sistemang Pamamaraan
• Teorya ng mga Sistema
• Pagsusuri ng sistema
• Pagsusuri ng sistema sa IT
• Pag-unlad ng sistemang pamamaraan
• Metodolohiya ng Sistematikong Pagsusuri
• Mga Klasikong Pamamaraan ng Systems Analysis
• Mga Konseptywal na Pundasyon ng mga Sistema
• Mga Pangunahing Konsepto ng Systems Analysis
• Sistemikong pag-iisip
• Sistema
• Konsepto ng Sistema
• Mga Kahulugan ng Sistema
• Sistematikong Katangian
• Sistemang Holismo
• Sistemang Integridad
• Mga Katangian ng mga Sistema
• Mga Regularidad ng mga Sistema
• Istraktura ng Sistema
• Strukturisasyon ng mga Sistema
• Hirarkiya
• Mga Ugnayan sa mga Sistema
• Mga Hangganan ng Sistema
• Emerhensya
• Ekwilibriyo ng Sistema
• Kapaligiran ng Sistema
• Elemento ng Sistema
• Layunin
• Layunin sa pagsusuri ng sistema
• Tungkulin
• Aktibidad
• Problema
• Ang Problema sa Konteksto ng Systems Analysis
• Pagtatakda ng Layunin
• Proseso
• Proseso ng Pagmomodelo
• Modelisasyon (siyentipiko)
• Modelo
• Modelo ng sistema
• Mga Ideal at Materyal na Modelo
• Pormalisasyon ng mga modelo ng sistema
• Wika ng Paglalarawan ng mga Sistema
• Dekomposisyon
• Subsistema
• Mga Input at Output (teorya ng sistema)
• Kalagayan ng Sistema
• Gawi ng Sistema
• Sistemang Dinamika
• Sistemang Kumplikasyon
• Mga Self-Organizing System
• Metasistema
• Pag-unlad ng mga Sistema
• Bukas na Sistema (teorya ng sistema)
• Saradong Sistema (teorya ng sistema)
• Katatagan ng mga Sistema
• Adaptability ng mga Sistema
• Tugon-balik (mga sistema)
• Homeostasis
• Mga Dinamikong Katangian
• Ekwipenalidad
• Uncertainty in a System
• Itim na kahon
• Tagmasid sa sistemang pamamaraan
• Ang Layunin at Subjektibo sa Pagsusuri ng Sistema
• Mga Klasipikasyon ng mga Pamamaraan ng Pagmomodelo ng mga Sistema
• Klasipikasyon ng mga Sistema
• Classifications of System Modeling Methods
• Mga Pangunahing Konsepto ng Sistematikong Pamamaraan
• Sistemang Pananaliksik. Taunang Isyu
• Literature on the Systems Approach
• Literature on Systems Analysis
• Systems Approach. Section Catalog

Malalaking Modelo ng Wika (LLM)

• Malalaking Modelo ng Wika
• Theoretical foundations of large language models
• Mga Arkitektura ng LLM
• Transformer architecture
• Encoder (Transformer)
• Decoder
• Encoder-only
• Decoder-only
• Encoder-Decoder
• Tokenization (NLP)
• Token (LLM)
• Embedding (NLP)
• Context window
• Pagsasanay ng Malalaking Modelo ng Wika
• Pre-training of large language models
• Fine-tuning (deep learning)
• In-Context Learning
• Top-p sampling
• Top-k sampling
• Temperature (LLM)
• Mga halusinasyon at maling sagot ng LLM
• Pagbabaluktot ng datos at bias
• Kontekstwal na paglimot
• Generation bias (LLM)
• Mixture-of-Experts (MoE)
• Pagbabawas ng mga Error sa LLM
• Optimisasyon ng Gastos sa Paggamit ng LLM
• Open-weight at Closed-weight na mga Modelo
• Constitutional AI
• Maipaliwanag na Artipisyal na Katalinuhan
• Reinforcement learning from human feedback (RLHF)
• Direct Preference Optimization (DPO)
• Low-Rank Adaptation (LoRA)
• PEFT (Parameter-Efficient Fine-Tuning)
• Vector Databases
• Multimodal large language models
• Jailbreaks (LLM)
• FlashAttention
• FlashAttention-2
• FlashAttention-3
• Stop sequences (language models)
• Paglikha ng Synthetic Data
• Multimodal reasoning
• Stochastic parrot
• Large Language Models. Section Catalog

Katalogo ng Malalaking Modelo ng Wika (LLM)

• T5 (Text-to-Text Transfer Transformer)
• LaMDA (Google)
• PaLM (Pathways Language Model)
• BERT (language model)
• Chinchilla (language model)
• Huawei PanGu
• IBM Granite (language model)
• BLOOM (language model)
• Mixtral (Mistral AI)
• DBRX (language model)
• GPT (OpenAI)
• Claude (Anthropic)
• Gemma (Google)
• Gemini (Google)
• LLaMA (Meta AI)
• Mistral AI
• DeepSeek
• Grok (xAI)
• Qwen
• Phi (Microsoft)
• Jais (language model)
• Jamba (language model)
• Cohere Inc.
• Falcon
• Perplexity AI
• YandexGPT (language model)
• Hugging Face
• Malalaking Modelong Pangwika ng OpenAI
• Google Large Language Models
• Large Language Models. Model Catalog

Prompt Engineering (LLM)

• Prompt (language models)
• Prompt Engineering
• Prompt at konteksto
• Core prompt engineering techniques
• Retrieval-augmented generation (RAG)
• Chain-of-Thought Prompting
• Few-shot at Zero-shot
• Role Prompting
• Tree of Thoughts (ToT)
• Self-Refine Prompting
• Self-consistency prompting
• Meta Prompting
• Multi-agent prompting
• Pagpapaikli ng prompt
• Program of Thoughts Prompting
• Generated Knowledge Prompting
• Multimodal CoT Prompting
• Graph of Thoughts
• Chain-of-Verification
• Toolformer
• Least-to-most Prompting
• Automatic Prompt Engineer (APE)
• ReAct Prompting
• Function calling (LLM)
• RAG patterns
• GraphRAG
• MM-RAG (Multimodal RAG)
• Hypothetical Document Embeddings (HyDE)
• Hybrid retrieval
• Packaging & Context Handling
• Prompt Engineering. Section Catalog

Mga AI-Ahente (LLM)

• AI Agent
• Agentic Workflows
• Mga Multi-agent na Framework
• LangChain
• AutoGPT
• Multi-Agent Debate

Pagtatasa at Paghahambing ng Sukatan (LLM)

• Pagtatasa ng LLM
• LLM quality metrics
• Perplexity (metric)
• BLEU (Bilingual Evaluation Understudy)
• ROUGE (metric)
• BERTScore (metric)
• METEOR (metric)
• MAUVE (metric)
• LLM-as-a-Judge

Mga Benchmark at Dataset (LLM)

• Mga Benchmark ng LLM
• MMLU Benchmark
• HellaSwag benchmark
• HumanEval Benchmark
• TruthfulQA Benchmark
• MT-Bench (benchmark)
• GLUE Benchmark
• SuperGLUE (benchmark)
• Humanity's Last Exam (benchmark)
• GSM8K (Grade School Math 8K)
• WinoGrande Benchmark
• AgentHarm
• SafetyBench
• SWE-bench (benchmark)
• BIG-bench (benchmark)
• MATH Benchmark
• FLORES-200
• RealToxicityPrompts
• PromptRobust (benchmark)
• BOLD (Bias in Open-Ended Language Generation Dataset)
• BBQ (Bias Benchmark for Question Answering)
• LMArena (Chatbot Arena)
• ELO-ranggo ng mga modelo

Pananaliksik ng Mga Operasyon

• Pananaliksik ng Operasyon
• Pag-unlad ng pananaliksik sa operasyon
• Metodolohiya ng Pananaliksik ng mga Operasyon
• Operasyon (pananaliksik ng operasyon)
• Optimisasyon
• Pinakamainam na solusyon (optimisasyon)
• Lugar ng mga Katanggap-tanggap na Solusyon
• Kriteryo ng Optimisasyon
• Layunin ng Pagpapaandar (Objective Function)
• Mga Limitasyon
• Pagsusuri ng sensitibidad
• Mga Modelo ng Pananaliksik ng Operasyon
• Mga Gawain ng Pananaliksik ng Operasyon
• Linyar na programming
• Di-linyar na programming
• Buong-bilang na programming
• Dinamikong programming
• Stokastikong programming
• Pagmomodelo gamit ang simulation
• Modelo ng network (pananaliksik ng operasyon)
• Multikriteryong Optimisasyon
• Pamamaraang branch and bound
• Pamamaraang PERT
• Pamamaraang critical path (CPM)
• Kritikal na Landas
• Combinatorial Optimization
• Traveling Salesman Problem
• Minimum Crew Assignment Problem
• Assignment Problem
• Facility Location Problem
• Cutting Stock Problem
• Game Theory Problems
• Queuing System
• Transportation Problem
• Simplex Method
• Interior Point Method
• Markov Random Processes
• Interior Point Method
• Little's Law
• Literature on Operations Research
• Operations Research. Section Catalog

Teorya ng Paggawa ng Desisyon

• Teorya ng Paggawa ng Desisyon
• Paggawa ng Desisyon
• Decision Problem
• Decision Task
• Problema
• Kawalan ng Katiyakan
• Panganib
• Alternatibo (paggawa ng desisyon)
• Kriteryo
• Pagtatasa ng mga Opsyon
• Paghahambing ng mga Variant
• Pinakamainam na Pagpili
• Rasyonal na Pagpili (teorya ng desisyon)
• Pagpili (paggawa ng desisyon)
• Puno ng Desisyon
• Matrisyang Modelo ng Paggawa ng Desisyon
• Prosesong analitiko-hierarkiko (AHP)
• Pagsusuri ng desisyon na maraming pamantayan
• Fuzzy logic sa paggawa ng desisyon
• Paggawa ng Desisyon sa Ilalim ng Kawalan ng Katiyakan
• Paggawa ng Desisyon sa Kondisyon ng Panganib
• Senarikong Pagsusuri
• Mga Kagustuhan
• Pagkiling sa pag-iisip
• Kolektibong Pagpili
• Pagboto (paggawa ng desisyon)
• Teorya ng Kagalingan
• Mga Pamantayan sa Paggawa ng Desisyon
• Kriteryo ni Hurwicz
• Pamantayan ni Wald
• Pamantayan ni Savage (minimax regret)
• Laplace's Criterion
• Maximax Criterion
• Pamantayan ni Hodge-Lehmann
• Bayes' Criterion
• Bayes Minimax Criterion
• Literature on Decision Theory
• Decision Theory. Section Catalog

Machine Learning at Pagsusuri ng Datos

• Data
• Data Analysis
• Big Data
• Data Visualization
• Frameworks and Tools
• Statistical Analysis
• Hypothesis Testing
• Type I and Type II Errors
• Correlation Analysis
• Regression Analysis
• Regression Models
• Analysis of Variance
• Normality of Distribution
• Significance Tests
• Machine Learning
• Basic Concepts of ML
• Learning Paradigms
• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Classification
• Clustering
• Ensemble Methods
• Dimensionality Reduction
• Feature Selection
• Quality Metrics and Model Evaluation
• Overfitting
• Underfitting
• Cross-validation
• Interpretability
• Glossary of Machine Learning
• Deep Learning
• Basic Concepts of Deep Learning
• Theoretical Foundations of DL
• Neural Network Architectures
• Neural Network Training Methods
• Optimization in Neural Network Training
• DL Frameworks and Tools
• Generative Models
• Natural Language Processing
• Computer Vision
• Recommender Systems
• Anomaly Detection
• Time Series Forecasting
• AutoML
• MLOps
• Model Bias and Fairness
• Literature on Machine Learning
• Machine Learning and Data Analysis. Section Catalog

Pamamahala

• Pamamahala
• Control Theory
• Systems Analysis in Management
• Black Box Model in Management
• Object of Management
• Subject of Management
• Management Process
• Process Approach
• Pagpaplano
• Enterprise Management
• Corporate Governance
• Change Management
• Requirements Management
• Enterprise Planning
• Project Management
• Pagpaplano ng Proyekto
• Project Lifecycle
• Scope Management
• Cost Management
• Pamamahala ng Panganib
• Program Management
• Portfolio Management
• Project Management Standards
• Risk Management Standards
• Knowledge Management
• Management Standards
• Mga Pamantayan sa Kalidad
• PMBOK
• Agile
• Scrum
• ISO 21500
• ISO 31000
• Management. Section Catalog

Sistemang Inhinyeriya

• Inhenyeriya ng sistema
• Complex Engineered System
• Sistema ng mga sistema
• Systems Engineering Methodology
• Glossary of Systems Engineering
• Iklog ng Buhay ng Sistema
• System Development Process
• System Design
• System Architecture
• System Concept
• System Integration
• Lifecycle Support
• Verification
• Validation
• Mga Kinakailangan
• Interfaces
• Component
• Requirements Traceability
• Systems Engineering Management
• Mga Pamantayan ng Systems Engineering
• Configuration Management
• Reliability
• Technical Risk Analysis
• Sociotechnical Systems
• Human-in-the-loop Systems
• Digital Twin
• Literature on Systems Engineering
• Systems Engineering. Section Catalog

Estratehikong Pagsusuri

• Strategic Analysis
• Strategic Planning
• Stakeholder Analysis
• Decision Analysis
• Program Evaluation
• Pagsusuri ng mga Benepisyo at Gastos (CBA)
• Pamamaraang Delphi
• SWOT Analysis
• Pagsusuri ng PEST
• Pagsusuri ng PESTLE
• Factor Analysis in Strategic Management
• Analysis of Development Options
• Robustness Analysis of Decisions
• Strategy Formulation
• Foresight Analysis
• Technology Foresight
• Uncertainty Analysis in Strategic Planning
• Hybrid Threats and Strategic Risk Assessment
• System Modeling in Strategic Analysis
• Strategic Scenario Analysis under Uncertainty
• Policy Analysis
• Systems Transitions Applied Research
• Think Tank
• Strategic Analysis. Section Catalog

Metodolohiya at Epistemolohiya

• Methodology
• Epistemology
• Methodology of Scientific Cognition
• Scientific Methods and Approaches
• Hypothetico-deductive Method
• Deduction and Induction
• Abduction
• Falsifiability
• Complexity and Uncertainty
• Meta-levels of Analysis
• Reflexive Methods
• Modeling as a Method of Cognition
• Systems Approach in Science
• Interdisciplinarity
• Frames of Thinking
• Constructivism
• Critical Rationalism
• Paradigms
• Ontology
• Pagtatakda ng Layunin
• Cybernetics
• Konsepto
• Notion
• Term
• Classification
• Analysis
• Synthesis
• Methodology and Epistemology. Section Catalog

Matematikong Pagmomodelo

• Modelong matematiko
• Matematikong Pagmomodelo
• Goals of Mathematical Modeling
• Mathematical Modeling Process
• Mathematical Modeling Methodology
• Deterministic and Stochastic Models
• Static and Dynamic Models
• Discrete and Continuous Models
• Analytical Models
• Numerical Models
• Simulation Models
• Agent-based Models
• Hybrid Models
• Stages of Modeling
• Model Construction
• Model Identification
• Model Verification and Validation
• Model Implementation
• Interpretation of Modeling Results
• Model Limitations
• Modeling Errors
• Glossary of Mathematical Modeling
• Literature on Mathematical Modeling
• Mathematical Modeling. Section Catalog

Matematika

• Teorya ng Posibilidad
• Mathematical Statistics
• Stochastic Processes
• Information Theory
• Measure and Integral
• Mathematical Analysis
• Linear Algebra
• Linear Spaces
• Differential Equations
• Vector and Tensor Calculus
• Functions and Mappings
• Mathematical Logic
• Predicate Calculus
• Set Theory
• Discrete Mathematics
• Combinatorics
• Optimization Theory
• Numerical Methods
• Game Theory
• Graph Theory
• Queuing Theory
• Mathematics. Section Catalog