yusuke1997/dblp-id-title huggingface dataset:
A systematic review on detection and adaptation of concept drift in streaming data using machine learning techniques
Emerging directions in predictive text mining
Over-optimism in benchmark studies and the multiplicity of design and analysis options when interpreting their results
Triangle counting in large networks: a review
Data mining and life sciences applications on the grid
Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: A review of the last decade
Machine learning and blockchain technologies for cybersecurity in connected vehicles
Core-sets: An updated survey
Tensor methods and recommender systems
Toward efficient business behavior prediction using location-based social networks
Frequent item set mining
An advanced review on text mining in medicine
A review on sentiment discovery and analysis of educational big-data
Privacy protection in smart meters using homomorphic encryption: An overview
Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review
Detecting communities using social network analysis in online learning environments: Systematic literature review
Scholarly data mining: A systematic review of its applications
A survey of incremental high-utility itemset mining
Knowledge Graph for Solubility Big Data: Construction and Applications
Mining high-throughput screens for cancer drug targets - lessons from yeast chemical-genomic profiling and synthetic lethality
Multi-objective ensemble generation
Spatiotemporal change footprint pattern discovery: an inter-disciplinary survey
Enhancing Iterative Dichotomiser 3 algorithm for classification decision tree
Themes in data mining, big data, and crime analytics
Exploring Causal Learning Through Graph Neural Networks: An In-Depth Review
A survey of episode mining
A Systematic Survey of Graph Convolutional Networks for Artificial Intelligence Applications
Research on mining software repositories to facilitate refactoring
Information enhancement for data mining
Short-term photovoltaic power forecasting with adaptive stochastic configuration network ensemble
Smart city and resilient city: Differences and connections
An overview of the use of neural networks for data mining tasks
Mining from protein-protein interactions
Clustering techniques for neuroimaging applications
Enabling smart environments through scalable policy reasoning and Internet of Things
An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects
A survey on multi-output regression
Mining text from natural scene and video images: A survey
Discovering the influence of sarcasm in social media responses
A review of automatic differentiation and its efficient implementation
From 3D point-cloud data to explainable geometric deep learning: State-of-the-art and future challenges
A Systematic Literature Survey of Crowdsourcing: Current Status and Future Perspectives
The benefits and dangers of using machine learning to support making legal predictions
Multimodal emotion recognition: A comprehensive review, trends, and challenges
Foundational ontologies, ontology-driven conceptual modeling, and their multiple benefits to data mining
Data and text mining from online reviews: An automatic literature analysis
A survey on artificial intelligence in pulmonary imaging
A semantic-based classification and regression tree approach for modelling complex spatial rules in motor vehicle crashes domain
Knowledge discovery interestingness measures based on unexpectedness
A systematic review of Green AI
Sensor selection to support practical use of health-monitoring smart environments
A survey on graphic processing unit computing for large-scale data mining
Similarity measures for sequential data
An overview of inference methods in probabilistic classifier chains for multilabel classification
Randomness in neural networks: an overview
Optimizing Intrusion Detection for IoT: A Systematic Review of Machine Learning and Deep Learning Approaches With Feature Selection and Data Balancing
Survey on time series motif discovery
Mining from distributed and abstracted data
Data mining in predictive maintenance systems: A taxonomy and systematic review
An introduction to Majorization-Minimization algorithms for machine learning and statistical estimation
Tech mining: Text mining and visualization tools, as applied to nanoenhanced solar cells
Predictive machine learning in optimizing the performance of electric vehicle batteries: Techniques, challenges, and solutions
Leader-based community detection algorithm for social networks
Validation of cluster analysis results on validation data: A systematic framework
Corporate investment prediction using a weighted temporal graph neural network
Ensemble learning: A survey
Using Semantic Web technologies in the development of data warehouses: A systematic mapping
A survey on educational process mining
A brief review on quantum computing based drug design
Applications of tensor (multiway array) factorizations and decompositions in data mining
Shannon versus semantic information processing in the brain
Positive and negative behavioral analysis in social networks
On the number of components in a Gaussian mixture model
On new emerging concepts of petroleum digital ecosystem
Fundamentals of association rules in data mining and knowledge discovery
Knowledge discovery from remote sensing images: A review
From existing trends to future trends in privacy-preserving collaborative filtering
Mining social media: key players, sentiments, and communities
DeepFixCX : Explainable privacy-preserving image compression for medical image analysis
Explaining artificial intelligence with visual analytics in healthcare
Robust statistics for outlier detection
Sentiment analysis using fuzzy logic: A comprehensive literature review
Continual learning and its industrial applications: A selective review
A survey of evaluation methods for personal route and destination prediction from mobility traces
Interpretability of machine learning-based prediction models in healthcare
Knowledge discovery for scheduling in computational grids
Actionable knowledge discovery and delivery
The state-of-art review of ultra-precision machining using text mining: Identification of main themes and recommendations for the future direction
Overview of accurate coresets
Machine learning in cybersecurity: A review
Automatic construction of lexicons, taxonomies, ontologies, and other knowledge structures
A systematic review and research recommendations on artificial intelligence for automated cervical cancer detection
Enterprise data breach: causes, challenges, prevention, and future directions
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics
The "Curious Case of Contexts" in Retrieval-Augmented Generation With a Combination of Labeled and Unlabeled Data
Causality and causal inference for engineers: Beyond correlation, regression, prediction and artificial intelligence
Filter bubbles in recommender systems: Fact or fallacy - A systematic review
Data mining in distributed environment: a survey
A survey of itemset mining
Table understanding: Problem overview
Sentiment-topic modeling in text mining
Topic modeling for expert finding using latent Dirichlet allocation
Study on sensitivity of electric bus systems under simultaneous optimization of charging infrastructure and vehicle schedules
Electric flight scheduling with battery-charging and battery-swapping opportunities
Pricing in transportation networks
A novel repositioning approach and analysis for dynamic ride-hailing problems
New models and algorithms for the container stack rearrangement problem by yard cranes in maritime ports
Selective pricing in branch-price-and-cut algorithms for vehicle routing
Multi-period vehicle loading with stochastic release dates
Airline fleet assignment with internal passenger flow reevaluations
Tolled multi-class traffic equilibria and toll sensitivities
Carbon-aware transport and logistics
Estimating the operational and service efficiency of bus transit routes using a non-radial DEA approach
Flexible parcel delivery to automated parcel lockers: models, solution methods and analysis
The potential of parsimonious models for understanding large scale transportation systems and answering big picture questions
Foxes and sheep: effect of predictive logic in day-to-day dynamics of route choice behavior
Day-to-day travel time perception modeling using an adaptive-network-based fuzzy inference system (ANFIS)
Integral column generation for the set partitioning problem
Large neighbourhood search with adaptive guided ejection search for the pickup and delivery problem with time windows
Formulating multi-class user equilibrium using mixed-integer linear programming
Solving stochastic frequency-based assignment to transit networks with pre-trip/en-route path choice
Cost allocation under competition: a new rail access charging policy
Uniqueness of stochastic user equilibrium with asymmetric volume-delay functions for merging and diversion
The price of anarchy in truckload transportation spot markets
Introduction to the special issue on integration of human factors and ergonomics
A review of principles and methods to decompose large-scale railway scheduling problems
Deep reinforcement learning for stochastic last-mile delivery with crowdshipping
An extended demand responsive connector
A tutorial on recursive models for analyzing and predicting path choice behavior
A metaheuristic for a time-dependent vehicle routing problem with time windows, two vehicle fleets and synchronization on a road network
Design of multi-optional pickup time offers in ride-sharing systems
On the development and analysis of a comprehensive police patrolling model
Tools for primal degenerate linear programs: IPS, DCA, and PE
Exploiting sets of independent moves in VRP
Districting for routing with stochastic customers
Ring hierarchical hub network design problem: Exact and heuristic solution methods
Optimizing inventory control through a data-driven and model-independent framework
Inventory routing problems with multiple customers
Inbound traffic capture link-design problem independent of assumptions on users' route choices
A heuristic for the single-product capacitated facility layout problem with random demand
Integrating vehicle routing into intermodal service network design with stochastic transit times
Accelerating the electric vehicle revolution: Policy implications of charging subsidies and green taxes
Solving the service-oriented single-route school bus routing problem: Exact and heuristic solutions
The opportunity cost of time window violations
Bundle selection approaches for collaborative practical-oriented Pickup and Delivery Problems
Modeling optimal drone fleet size considering stochastic demand
Centralized and decentralized algorithms for two-to-one matching problem in ridehailing systems
Price optimal routing in public transportation
Models and algorithms for the Asymmetric Traveling Salesman Problem: an experimental comparison
On modeling stochastic dynamic vehicle routing problems
Preemptive depot returns for dynamic same-day delivery
Sensor placement with time-to-detection guarantees
Revenue management for rail container transportation
A network flow model of the Northern Italy waterway system
The commodity constrained split delivery vehicle routing problem considering carbon emission: Formulations and a branch-and-cut method
Integrating long-haul and local transportation planning: the Service Network Design and Routing Problem
Stochastic scheduled service network design in the presence of a spot market for excess capacity
Improving search for gasoline during a hurricane evacuation event using social media
Using infeasible path cuts to solve Electric Vehicle Routing Problems with realistic charging functions exactly within a branch-and-cut framework
Risk-based optimal scheduling of maintenance activities in a railway network
Approximate dynamic programming in transportation and logistics: a unified framework
Scheduling tamping operations on railway tracks using mixed integer linear programming
Pickup and delivery problem with hard time windows considering stochastic and time-dependent travel times
An elastic demand schedule-based multimodal assignment model for the simulation of high speed rail (HSR) systems
Military aircraft mission planning: a generalized vehicle routing model with synchronization and precedence
The warehouse reshuffling problem with swap moves and time limit
Reliable capacitated facility location problem with service levels
Optimal pavement design and rehabilitation planning using a mechanistic-empirical approach
A variable neighborhood search heuristic for supply chain coordination using dynamic price discounts
Robust flight schedules through slack re-allocation
Tackling a VRP challenge to redistribute scarce equipment within time windows using metaheuristic algorithms
Scheduling cross-docking operations under uncertainty: A stochastic genetic algorithm based on scenarios tree
Erratum to: A Branch-and-Price algorithm for two multi-compartment vehicle routing problems
Tramp ship routing and scheduling with integrated bunker optimization
The Baggage Belt Assignment Problem
Equity and network-level maintenance scheduling
Electric vehicle routing problem with time windows, recharging stations and battery swapping stations
Study on the number and location of measurement points for an MFD perimeter control scheme: a case study of Zurich
The vehicle routing problem with relaxed priority rules
GPU computing in discrete optimization. Part II: Survey focused on routing problems
Interday routing and scheduling of multi-skilled teams with consistency consideration and intraday rescheduling
Capacity requirements and demand management strategies in meal delivery
Dynamic evaluation of airline Crew's flight requests using a neural network
A matheuristic for a multimodal long haul routing problem
Two-stage stochastic programming model to locate capacitated EV-charging stations in urban areas under demand uncertainty
Optimization of bike-sharing repositioning operations: A reactive real-time approach
Resolving instability in railway timetabling problems
The stochastic vehicle routing problem, a literature review, Part II: solution methods
Assessing the impact of urban off-hour delivery program using city scale simulation models
New solution approaches for the train load planning problem
Assessing site integration into semi-continuous production, distribution and liquidity planning of supply chain networks
Evaluating the influence of carsharing stations' location on potential membership: a Swiss case study
Special issue on: "Models and methods for the supply chain and logistics management"
Introduction to the special issue on advances in vehicle routing and logistics optimization: heuristics
The data-driven time-dependent orienteering problem with soft time windows
Airline crew scheduling: models, algorithms, and data sets
A Two-echelon Vehicle Routing Problem with time-dependent travel times in the city logistics context
A new approach for the traveling salesperson problem with hotel selection
Stability metrics for a maritime inventory routing problem under sailing time uncertainty
Vehicle routing problems for city logistics
The probabilistic traveling salesman problem with time windows
Solving vehicle routing problems with stochastic and correlated travel times and makespan objectives
Stochastic user equilibrium in the presence of state dependence
Machine learning in airline crew pairing to construct initial clusters for dynamic constraint aggregation
A game-theoretic approach for reliability evaluation of public transportation transfers with stochastic features
Order dispatching and vacant vehicles rebalancing for the first-mile ride-sharing problem
Modeling intermodal networks with public transport and vehicle sharing systems
Solution algorithms for the generalized train unit shunting problem
MILP models for the Dial-a-ride problem with transfers
Deterioration forecasting of joint members based on long-term monitoring data
Relationship between mean and day-to-day variation in travel time in urban networks
A railway maintenance scheduling problem with customer costs
Multimodal route choice models of public transport passengers in the Greater Copenhagen Area
A branch-and-price algorithm for a team orienteering problem with fixed-wing drones
Dynamic rebalancing for Bike-sharing systems under inventory interval and target predictions
Measuring the effects of transportation infrastructure location on real estate prices and rents: investigating the current impact of a planned metro line
Introduction to the special issue on combining optimization and machine learning: Application in vehicle routing, network design and crew scheduling
Traffic density on corridors subject to incidents: models for long-term congestion management
Rapid fulfillment of online orders in omnichannel grocery retailing
The minimum duration truck driver scheduling problem
Data-driven optimization for transport and logistics systems
Travel speed prediction based on learning methods for home delivery
Preface: Public transport planning in the face of uncertainty
Does fleet standardization matter on profitability and financial policy response of airlines during COVID-19 pandemics in the U.S?
Timetable merging for the Periodic Event Scheduling Problem
A Branch-and-Price algorithm for two multi-compartment vehicle routing problems
Vehicle sharing systems: A review and a holistic management framework
Truck driver scheduling with interdependent routes and working time constraints
50 years of OR in railway timetabling and rolling stock planning
A pickup and delivery problem using crossdocks and truckload lane rates
Static repositioning in a bike-sharing system: models and solution approaches
Detecting train reroutings with process mining
Fifty years on maritime transportation
Sterilization network design
Incentives and redistribution in homogeneous bike-sharing systems with stations of finite capacity
Empty vehicle redistribution in autonomous taxi services
Stop plan optimisation for three-pattern skip-stop schemes for urban rail transit systems
Unsupervised prototype reduction for data exploration and an application to air traffic management initiatives
Planning interrelated voyages with separation requirements in roll-on roll-off shipping
Optimization of human-aware logistics and manufacturing systems: A survey on the Human-Aware Models
Introduction to the special issue on shared mobility systems
Energy-efficient planning for supplying assembly lines with vehicles
Self-supported freight demand management: pricing and incentives
The role of traffic simulation in shaping effective and sustainable innovative urban delivery interventions
Combining value function approximation and multiple scenario approach for the effective management of ride-hailing services
Multi-modal transport of perishable products with demand uncertainty and empty repositioning: A scenario-based rolling horizon framework
A hybrid recourse policy for the vehicle routing problem with stochastic demands
Integrating weather impact in air traffic controller shift scheduling in remote and conventional towers
A Variable Neighborhood Search heuristic for rolling stock rescheduling
POPMUSIC for the world location-routing problem
Manual order consolidation with put walls: the batched order bin sequencing problem
Integrated optimization of sequential processes: General analysis and application to public transport
Modelling road traffic assignment as a day-to-day dynamic, deterministic process: a unified approach to discrete- and continuous-time models
Alternative e-commerce delivery policies
A disruption management system for automotive inbound networks: concepts and challenges
Advances in vehicle routing and logistics optimization: exact methods
Identification and estimation of latent group-level-effects in infrastructure performance modeling
Demand and capacity management in air transportation
Aircraft maintenance facility location planning
A tutorial on non-periodic train timetabling and platforming problems
Distribution planning with random demand and recourse in a transshipment network
The aircraft recovery problem: A systematic literature review
The benefit of complete trip information in free-floating carsharing systems
Bundles generation and pricing in crowdshipping
Benchmarking filter-based demand estimates for airline revenue management
Optimization of human-aware logistics and manufacturing systems: A comprehensive review of modeling approaches and applications
Jointly optimal policies for pavement maintenance, resurfacing and reconstruction
Clustering and routing in waste management: A two-stage optimisation approach
A decomposition method for estimating recursive logit based route choice models
Learning to handle parameter perturbations in Combinatorial Optimization: An application to facility location
Transshipment network design for express air cargo operations in China
Equilibrium design of bicycle sharing systems: the case of Washington D.C
Solving the Traveling Salesman Problem with release dates via branch and cut
Scheduled service network design with resource acquisition and management
A branch-and-price algorithm for the robust single-source capacitated facility location problem under demand uncertainty
Genealogy of traffic flow models
The capacitated single-allocation p -hub location routing problem: a Lagrangian relaxation and a hyper-heuristic approach
Possession assessment and capacity evaluation of the Central Queensland Coal Network
Airfreight forwarding under system-wide and double discounts
A stockyard planning problem
Helicopter recovery in an oil and gas industry: Model and solution approaches
A bi-objective time-dependent vehicle routing and scheduling problem for hazardous materials distribution
Modeling and solving a corporate vehicle-sharing problem combined with other modes of transport
The price of discretizing time: a study in service network design
GPU computing in discrete optimization. Part I: Introduction to the GPU
The multi-path Traveling Salesman Problem with stochastic travel costs
RMG vs. DRMG: an evaluation of different crane configurations in intermodal transshipment yards
Pricing in vehicle sharing systems: optimization in queuing networks with product forms
Statistical-machine-learning-based intelligent relaxation for set-covering location models to identify locations of charging stations for electric vehicles
Axle Weights in combined Vehicle Routing and Container Loading Problems
Coordinating feeder and collector public transit lines for efficient MaaS services
A network equilibrium analysis on destination, route and parking choices with mixed gasoline and electric vehicular flows
Introduction to the special issue on City Logistics
Vehicle routing: historical perspective and recent contributions
Optimization of a city logistics transportation system with mixed passengers and goods
Quantitative methods in transportation systems
The vehicle routing problem with hard time windows and stochastic service times
Inventory routing problems: an introduction
A frequency based transit assignment model that considers online information and strict capacity constraints
Empirical assessment of bottleneck congestion with a constant and peak toll: San Francisco-Oakland Bay Bridge
The prize-collecting vehicle routing problem with single and multiple depots and non-linear cost
Two-echelon distribution with a single capacitated city hub
A topological approach for identifying pricing controller locations to ensure controllability of transportation networks
Where and when does demand-responsive transport work best? A parametric analysis using agent-based modelling
A decomposition approach for integrated locomotive scheduling and driver assignment in rail freight transport
Introduction to special issue on transportation infrastructure management
Cargo assembly planning
A note on logit choices in strategy transit assignment
Models and valid inequalities to asymmetric skill-based routing problems
Robust transit line planning based on demand estimates obtained from mobile phones