yusuke1997/dblp-id-title huggingface dataset:
Designing Networked Energy Infrastructures with Architectural Flexibility
Toward a Resilience Framework for Sustainable Engineered Systems
Reusable Derivation of Operational Metrics for Architectural Optimization
Toward an Experiential Design Language: Augmenting Model-based Systems Engineering with Technical Storytelling in Virtual Worlds
Improving Cyber Resiliency of Cloud Application Services by Applying Software Behavior Encryption (SBE)
Conceptual Modeling of the Impact of Smart Cities on Household Energy Consumption
Increasing the Probability of Developing Affordable Systems by Maximizing and Adapting the Solution Space
A Research Agenda for Tradespace Exploration and Analysis of Engineered Resilient Systems
Planning for Resilient Lean Programs
Linking Normative and Descriptive Research with Serious Gaming
Virtual Systems Research II: Using Systems Process Theory
Systems Approach to the Development and Application of Technical Metrics to Systems Engineering Projects
Exploring Stakeholder Value Models via Interactive Visualization
Abstractions for Executable and Checkable Fault Management Models
Design for System Lifecycle Properties - A Generic Approach for Modularizing Systems
A Systematic Method for Specifying Effective Value Models
An Adaptive and Preemptive Theory for Improving Systemic IT Project Failure Trends ("AdaPIT" Theory)
Proceedings of the Conference on Systems Engineering Research, CSER 2013, Atlanta, Georgia, USA, March 19-22, 2013
Optimal Modularity for Fractionated Spacecraft: The Case of System F6
Early Insight in Systems Design through Modeling and Simulation
Increasing Systems Resilience through the Implementation of a Proactive Technology Refreshment Program
Experimental Trials Based on a Neocortex-based Adaptive System Pattern
n-Tiered Test Automation Architecture for Agile Software Systems
Bridging the Gap between Systems and Software Engineering by Using the SPES Modeling Framework as a General Systems Engineering Philosophy
Understanding the Front-end of Large-scale Engineering Programs
Enabling Extracorporeal Membrane Oxygenation (ECMO) Community Collaboration via Systems Engineering Methodologies
The Digital Battlefield: A Behind-the-Scenes Look from a Systems Perspective
Communications, Information, and Cyber Security in Systems-of-Systems: Assessing the Impact of Attacks through Interdependency Analysis
Emotions and the Engineering of Adaptiveness in Complex Systems
An Approach to Identifying Inconsistencies in Model-based Systems Engineering
Controlling for Framing Effects in Multi-stakeholder Tradespace Exploration
Using Social Network Analysis to Investigate the Potential of Innovation Networks: Lessons Learned from NASA's International Space Apps Challenge
A Framework for Optimizing the Use of Systems Engineering on Proposals
Developing a Method to Evaluate Entropy in Organizational Systems
Future Alternatives for Automotive Configuration Management
Cyber Resiliency Engineering Overview of the Architectural Assessment Process
Integrated Agent-based modeling and optimization in complex systems analysis
Applying Systems Thinking to Analyze Wind Energy Sustainability
Cyber Defense of Space-based Assets: Verifying and Validating Defensive Designs and Implementations
Method for Generating a Diverse Set of Requirements for Safety-critical Systems
An Analytic Portfolio Approach to System of Systems Evolutions
A Systems Engineering Approach to Quantitative Comparison of Molecular Instruments for Use on the International Space Station
Extended Model for Integrated Value Engineering
Development of a Modeling Language to Connect Features, Functions and Components
Blended Wing Body Architecting and Design: Current Status and Future Prospects
Resilience-based System Importance Measures for System-of-Systems
Designing Workshops for the Introduction of Lean Enablers to Engineering Programs
Resilience Analysis of Soft Infrastructure Systems
Exploring the Possibilities of Using Image Recognition Technology to Create a Hybrid Lean System for Pulse Methodology
Analyzing K-12 Education as a Complex System
Predicting Systems Performance through Requirements Quality Attributes Model
Virtual Design and Verification of Cyber-physical Systems: Industrial Process Plant Design
Towards Global Deviation Management in Product Development Using Pulse Methodology: A Case Study
Proceedings of the Conference on Systems Engineering Research, CSER 2014, Redondo Beach, CA, USA, March 20-22, 2014
Sysinformatics & Systems Mimicry: New Fields Emerging from a "Science" of Systems Processes Engineering
Modifying the X-Matrix to Capture the Joint Capability Architecture
Fuzzy Optimization of Acknowledged System of Systems Meta-architectures for Agent based Modeling of Development
Evolvability-Related Options in Military Systems of Systems
Engineered Resilient Systems: A DoD Perspective
A Hybrid System Engineering Approach for Engineered Resilient Systems: Combining Traditional and Agile Techniques to Support Future System Growth
An Analytic Workbench Perspective to Evolution of System of Systems Architectures
Tradespace Exploration for the Engineering of Resilient Systems
Modeling of Emotional Effects on Decision-making by Game Agents
On Technical Credit
Managing Attribute Complexity for User-centered Decision Support Systems
An Investigation of MBSE Practices across the Contractual Boundary
Decomposition Relationship Visualization for Executable Architecture Diagrams
Integrated Analysis of Functional and Developmental Interdependencies to Quantify and Trade-off Ilities for System-of-Systems Design, Architecture, and Evolution
Dynamic Planning of System of Systems Architecture Evolution
An Unambiguous Language for Systems Process Design and Engineering
The Value Proposition for Assurance of JPL Systems
Multi-agent Based Architecture for Acknowledged System of Systems
Wholistic Sustainment Maturity: The Extension of System Readiness Methodology across all Phases of the Lifecycle of a Complex System
A Formal Method for Assessing Architecture Model and Design Maturity Using Domain-independent Patterns
Integrating Acquisition Strategy and PMO Capability: A Catalyst for Defense Systems Engineering Transformation
What to Measure for Success in Lean System Engineering Programs?
Assessment of Production System Alternatives During Early Development Phase
Curiosity's Fault Tolerant Wakeup and Shutdown Design
Human System Integration Ontology: Enhancing Model Based Systems Engineering to Evaluate Human-system Performance
A Requirements Management System based on an Optimization Model of the Design Process
Bandwidth Allocation in Tactical Data Links via Mechanism Design
Multi-View Modeling in SysML: Thematic Structuring for Multiple Thematic Views
A Complex Sociotechnical Systems Approach to Provisioning Educational Policies for Future Workforce
Resilience in Large Scale Distributed Systems
Exploring Beliefs about Using Systems Engineering to Capture Contracts
The Essential Nature of Product Traceability and its Relation to Agile Approaches
A Model-based Framework for Predicting Performance in Self-adaptive Systems
Verifying the Abstraction Level of Structural Models
Architecting Systems of Systems with Ilities: An Overview of the SAI Method
Proceedings of the Conference on Systems Engineering Research, CSER 2012, St. Louis, MO, USA, March 19-22, 2012
A Method for Selecting Affordable System Concepts: A Case Application to Naval Ship Design
NAYEL @LT-EDI-ACL2022: Homophobia/Transphobia Detection for Equality, Diversity, and Inclusion using SVM
KUCST@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text
DLRG@LT-EDI-ACL2022: Detecting signs of Depression from Social Media using XGBoost Method
DepressionOne@LT-EDI-ACL2022: Using Machine Learning with SMOTE and Random UnderSampling to Detect Signs of Depression on Social Media Text
Disambiguation of morpho-syntactic features of African American English - the case of habitual be
ABLIMET @LT-EDI-ACL2022: A Roberta based Approach for Homophobia/Transphobia Detection in Social Media
Debiasing Pre-Trained Language Models via Efficient Fine-Tuning
IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always hope in Transformers
TEAM HUB@LT-EDI-EACL2021: Hope Speech Detection Based On Pre-trained Language Model
E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and Knowledge-graph backed Detection of Depression
An Overview of Fairness in Data - Illuminating the Bias in Data Pipeline
Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion, LT-EDI 2022, Dublin, Ireland, May 27, 2022
Proceedings of the First Workshop on Language Technology for Equality, Diversity and Inclusion, LT-EDI@EACL 2021, Online, April 19, 2021
EDIOne@LT-EDI-EACL2021: Pre-trained Transformers with Convolutional Neural Networks for Hope Speech Detection
Spartans@LT-EDI-EACL2021: Inclusive Speech Detection using Pretrained Language Models
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media
IRNLP_DAIICT@LT-EDI-EACL2021: Hope Speech detection in Code Mixed text using TF-IDF Char N-grams and MuRIL
SSN@LT-EDI-ACL2022: Transfer Learning using BERT for Detecting Signs of Depression from Social Media Texts
IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention Mechanism
SSNCSE_NLP@LT-EDI-ACL2022: Homophobia/Transphobia Detection in Multiple Languages using SVM Classifiers and BERT-based Transformers
cs_english@LT-EDI-EACL2021: Hope Speech Detection Based On Fine-tuning ALBERT Model
Overview of The Shared Task on Homophobia and Transphobia Detection in Social Media Comments
dhivya-hope-detection@LT-EDI-EACL2021: Multilingual Hope Speech Detection for Code-mixed and Transliterated Texts
Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection
SSN_ARMM@ LT-EDI -ACL2022: Hope Speech Detection for Equality, Diversity, and Inclusion Using ALBERT model
ZYJ@LT-EDI-EACL2021: XLM-RoBERTa-Based Model with Attention for Hope Speech Detection
The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada
Findings of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion
CFILT IIT Bombay@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion using Multilingual Representation fromTransformers
Impact of COVID-19 in Natural Language Processing Publications: a Disaggregated Study in Gender, Contribution and Experience
Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia
GCDH@LT-EDI-EACL2021: XLM-RoBERTa for Hope Speech Detection in English, Malayalam, and Tamil
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers
IIT Dhanbad @LT-EDI-ACL2022- Hope Speech Detection for Equality, Diversity, and Inclusion
Detoxifying Language Models with a Toxic Corpus
CURAJ_IIITDWD@LT-EDI-ACL 2022: Hope Speech Detection in English YouTube Comments using Deep Learning Techniques
IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and English
IIIT_DWD@LT-EDI-EACL2021: Hope Speech Detection in YouTube multilingual comments
SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments
SSNCSE_NLP@LT-EDI-ACL2022: Hope Speech Detection for Equality, Diversity and Inclusion using sentence transformers
Behind the Mask: Demographic bias in name detection for PII masking
Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users
IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments
SSN_MLRG1@LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text
Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals
Doing not Being: Concrete Language as a Bridge from Language Technology to Ethnically Inclusive Job Ads
Inferring Gender: A Scalable Methodology for Gender Detection with Online Lexical Databases
LPS@LT-EDI-ACL2022: An Ensemble Approach about Hope Speech Detection
Hopeful NLP@LT-EDI-EACL2021: Finding Hope in YouTube Comment Section
SUH_ASR@LT-EDI-ACL2022: Transformer based Approach for Speech Recognition for Vulnerable Individuals in Tamil
TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers
SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models
BERT 4EVER@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Detecting Depression in Social Media using Prompt-Learning and Word-Emotion Cluster
hBERT + BiasCorp - Fighting Racism on the Web
giniUs @LT-EDI-ACL2022: Aasha: Transformers based Hope-EDI
KADO@LT-EDI-ACL2022: BERT-based Ensembles for Detecting Signs of Depression from Social Media Text
LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide
Amrita@LT-EDI-EACL2021: Hope Speech Detection on Multilingual Text
scubeMSEC@LT-EDI-ACL2022: Detection of Depression using Transformer Models
FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification
MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM
IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion
Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements
Simon @ LT-EDI-EACL2021: Detecting Hope Speech with BERT
Monte Carlo Tree Search for Interpreting Stress in Natural Language
Mind the data gap(s): Investigating power in speech and language datasets
MUCS@LT-EDI-EACL2021: CoHope-Hope Speech Detection for Equality, Diversity, and Inclusion in Code-Mixed Texts
ssn_diBERTsity@LT-EDI-EACL2021: Hope Speech Detection on multilingual YouTube comments via transformer based approach
Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion
SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models
OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models
Findings of the Shared Task on Detecting Signs of Depression from Social Media
MUCS@Text-LT-EDI@ACL 2022: Detecting Sign of Depression from Social Media Text using Supervised Learning Approach
IISERB@LT-EDI-ACL2022: A Bag of Words and Document Embeddings Based Framework to Identify Severity of Depression Over Social Media
KU_NLP@LT-EDI-EACL2021: A Multilingual Hope Speech Detection for Equality, Diversity, and Inclusion using Context Aware Embeddings
UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text
Autobots@LT-EDI-EACL2021: One World, One Family: Hope Speech Detection with BERT Transformer Model
CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments
GEPSA, a tool for monitoring social challenges in digital press
bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments
IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text
Finding Spoiler Bias in Tweets by Zero-shot Learning and Knowledge Distilling from Neural Text Simplification
Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic
NLP-CUET@LT-EDI-EACL2021: Multilingual Code-Mixed Hope Speech Detection using Cross-lingual Representation Learner
Adapting the Portuguese Braille System to Formal Semantics
UMUTeam@LT-EDI-ACL2022: Detecting homophobic and transphobic comments in Tamil
Hopeful Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers
Cross-Lingual Transfer Learning for Hate Speech Detection
Findings of the Shared Task on Speech Recognition for Vulnerable Individuals in Tamil
Proceedings of the First Workshop on Adaptive Lifelong Learning (ALL 2024) co-located with the 25th International Conference on Artificial Intelligence in Education (AIED 2024), Recife, Brazil, July 08, 2024
Design and Development of a Co-instructional Designer Bot Using GPT-4 to Support Teachers in Designing Instruction
Using Machine Learning to Predict the Number of Latent Skills in Online Learning Environments
Course recommendations in MOOCs using collaborative filtering and survival analysis (Invited Paper)
Personalized Learning in K-12 Education: Exploring Weak-Labels for a Random Forest-based Collaborative Filtering Approach
Supporting Personalized Lifelong Learning with Human-Centered Artificial Intelligence Systems
Triangle Formation Based Multiple Targets Search Using a Swarm of Robots
Total Optimization of Smart City Using Initial Searching Points Generation Based on k-means Algorithm
KNOB Particle Swarm Optimizer
One Parameter Differential Evolution (OPDE) for Numerical Benchmark Problems
Differential Annealing for Global Optimization
Kernel Discriminative Classifiers in Risk Prediction of Coronary Heart Disease
Community-Based Link Prediction in Social Networks
An Improved Particle Swarm Optimization Algorithm for Irregular Flight Recovery Problem
A Behavior Modeling Method of Virtual Characters Approximated by Artificial Neural Network
Chaotic Adaptive Fireworks Algorithm
Distributed Decision Making and Control for Cooperative Transportation Using Mobile Robots
A Dynamic Penalty Function for Constrained Optimization
Solving the Traveling Salesman Problem for Efficient Route Planning Through Swarm Intelligence Based Optimization
Modified Brain Storm Optimization Algorithms Based on Topology Structures
Genetic Algorithm for Product Design Optimization: An Industrial Case Study of Halo Setting for Jewelry Design
A Collaborative Filtering Algorithm Based on Attribution Theory
Advances in Swarm Intelligence - 12th International Conference, ICSI 2021, Qingdao, China, July 17-21, 2021, Proceedings, Part II
A New Efficient Text Clustering Ensemble Algorithm Based on Semantic Sequences
The Web as an Infrastructure for Knowledge Management: Lessons Learnt
Interval-Valued Intuitionistic Fuzzy Prioritized Ordered Weighted Averaging Operator and Its Application in Threat Assessment
An Incremental Extreme Learning Machine Prediction Method Based on Attenuated Regularization Term
Apply Stacked Auto-Encoder to Spam Detection
A PSO-Based Algorithm for Load Balancing in Virtual Machines of Cloud Computing Environment
Optimal Power Flow Solution Using Self-Evolving Brain-Storming Inclusive Teaching-Learning-Based Algorithm
Application of an Improved Particle Swarm Optimization Algorithm in Hydrodynamic Design
Variants and Parameters Investigations of Particle Swarm Optimisation for Solving Course Timetabling Problems
A Mapping Solution Search Garden Balsam Optimization for Solving Invariant Point Problems
Soft Island Model for Population-Based Optimization Algorithms
Enhanced Differential Evolution-Based Multi-Modal Feature Selection in Power Equipment Defect Detection
Multi-Objective Particle Swarm Optimization Algorithm Based on Comprehensive Optimization Strategies
A Novel Biogeography-Based Optimization Algorithm with Momentum Migration and Taxonomic Mutation
An Improved Thermodynamics Evolutionary Algorithm Based on the Minimal Free Energy
Guided Fireworks Algorithm Applied to the Maximal Covering Location Problem
Hybrid Differential Evolution for Knapsack Problem
Ant Colony Algorithm for Surgery Scheduling Problem
Machine Learning Interpretation of Conventional Well Logs in Crystalline Rocks
Can Argumentation Help to Forecast Conditional Stock Market Crisis with Multi-agent Sentiment Classification?
Advances in Swarm and Computational Intelligence - 6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part II
Atavistic Strategy for Genetic Algorithm
A Guide Sign Optimization Problem for an Added Road Based on Bird Mating Optimizer
Population-Based Metaheuristics for Planning Interval Training Sessions in Mountain Biking
Building Fractals with a Robot Swarm
Particle Swarm Optimization in Regression Analysis: A Case Study
Adaptive Cuckoo Search Algorithm with Two-Parent Crossover for Solving Optimization Problems
An Improved PSO-NM Algorithm for Structural Damage Detection
Deadline Constrained Task Scheduling Based on Standard-PSO in a Hybrid Cloud
Artificial Fish Swarm Algorithm for Mining High Utility Itemsets
PSO Algorithm with Chaos and Gene Density Mutation for Solving Nonlinear Zero-One Integer Programming Problems
Optimal Design for 2-DOF PID Regulator Based on PSO Algorithm
Intelligent System Reliability Modeling Methods
Fireworks Algorithm for Optimization
An Augmented Artificial Bee Colony with Hybrid Learning
Power-Law Distribution of Long-Term Experimental Data in Swarm Robotics
Hybrid Artificial Ecosystem-Based Optimization Algorithm Solves Photovoltaic Models Parameter Identification Problem
Odometry During Object Transport: A Study with Swarm of Physical Robots
Quantifying Swarming Behaviour
Blind Source Separation and Wavelet Packet Based Novel Harmonic Retrieval Algorithm
Edge Dynamic Service Offloading Based on Multi-agent Deep Q Learning
Adaptive Variable-Size Random Grouping for Evolutionary Large-Scale Global Optimization
An Improved Particle Swarm Optimization for Permutation Flowshop Scheduling Problem with Total Flowtime Criterion
WSIA: Web Ontological Search Engine Based on Smart Agents Applied to Scientific Articles
A Modified Gaining-Sharing Knowledge Algorithm Based on Dual-Population and Multi-operators for Unconstrained Optimization
Effect of the Emergent Structures in the Improvement of the Performance of the Cognitive Agents
Contact Network Model with Covert Infection
Intelligent Behavioral Design of Non-player Characters in a FPS Video Game Through PSO
On the Cooperation Between Evolutionary Algorithms and Constraint Handling Techniques
Inferring Small-Scale Maximum-Entropy Genetic Regulatory Networks by Using DE Algorithm
A Class of Fuzzy Portfolio Optimization Problems: E-S Models
3D-FOAdis: An Improved Fruit Fly Optimization for Function Optimization
Non-dominated Sorting and Crowding Distance Based Multi-objective Chaotic Evolution
An Improved Particle Swarm Optimization with Dual Update Strategies Collaboration Based Task Allocation
Internet Public Opinion Hotspot Detection Research Based on K-means Algorithm
Cooperative Search and Rescue Target Assignment Based on Improved Ant Colony Algorithm
Asynchronous Federated Learning Framework Based on Dynamic Selective Transmission
A Shadow Price Guided Genetic Algorithm for Energy Aware Task Scheduling on Cloud Computers
IMM Algorithm for a 3D High Maneuvering Target Tracking
An Energy-Saving Routing Strategy Based on Ant Colony Optimization in Wireless Sensor Networks
Average Consensus for Directed Networks of Multi-agent with Time-Varying Delay
A New Particle Swarm Optimization Algorithm and Its Numerical Analysis
Training Least-Square SVM by a Recurrent Neural Network Based on Fuzzy c-mean Approach
Comparative Evaluation of Classification Techniques for Predicting Risk and Recurrene of Thyroid Disorders
Extraction of Knowledge with Population-Based Metaheuristics Fuzzy Rules Applied to Credit Risk
An Examination on Emergence from Social Behavior: A Case in Information Retrieval
Fault Diagnosis on Electrical Distribution Systems Based on Fuzzy Logic
Information Utilization Ratio in Heuristic Optimization Algorithms
High-Dimension Optimization Problems Using Specified Particle Swarm Optimization
A Discrete Ecogeography-Based Optimization Algorithm for University Course Timetabling
Hausdorff Distance with k-Nearest Neighbors
Learning Based Target Following Control for Underwater Vehicles
Feature Subset Selection Using a Self-adaptive Strategy Based Differential Evolution Method
On the Privacy Issue of Evolutionary Biparty Multiobjective Optimization
Impact of Purchasing Power on User Rating Behavior and Purchasing Decision
Chaos Optimization SVR Algorithm with Application in Prediction of Regional Logistics Demand